#sonnet

TL;DR: On March 4, we changed Claude Code's default reasoning effort from high to medium to reduce the very long latency—enough to make the UI appear frozen—some users were seeing in high mode. This was the wrong tradeoff.

↯ Sonnet 4.6sonnetopusanthropic+1

As of mid Apr 2026, I have noticed every model has had a major intelligence drop. And no I'm not talking about just ChatGPT.

↯ Glmglmgroksonnet+3

We're bringing the advisor strategy to the Claude Platform. Pair Opus as an advisor with Sonnet or Haiku as an executor, and your agents can consult Opus mid-task when they hit a hard decision.

↯ Haiku↯ Swe Benchswe-benchhaikusonnet+1

A lot of people use Claude models every day, but many don’t actually know the meaning behind the names. Each one comes from literature, music, or mythology, and the meaning actually reflects the personality and capability of the model itse…

↯ Haiku↯ Anthropic Mythoshaikumythossonnet+2

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↯ Sonnet 4.6sonnetclaude-code

If you're on Claude Pro and using Claude Code, you might have noticed something buried in their support docs: "When using a Pro plan with Claude Code, you will only be able to use Opus models after enabling and purchasing extra usage." So…

↯ Sonnet 4.5sonnetopusanthropic+1

↯ Sonnet 4.6sonnetopus

↯ Sonnet 4.6sonnetchatgptopus

I keep hearing the argument that that large models are better for high-level planning and task orchestration, since they have more general knowledge to work from when making decisions. However, I've been testing Qwen 3.6 27b (Unsloth Q5_K_…

↯ Sonnet 4.6qwensonnetclaude-code

About a month ago, composer 2 inside cursor was randomly talking chinese I posted that on reddit (mods deleted it btw) now, it's talking hebrew.. and this time, it's not composer 2, it's sonnet 4.6 is it something to do with cursor's harne…

↯ Sonnet 4.6sonnetcursor

cdn.kuber.studio/chat Copy transcript repo ↗ Claude Code Opus 4.8 · 1M Welcome back Kuber! Opus 4.8 (1M context) sonnet · opus · max ~/Personal-Projects/hp-laser-1008a-macos About this session 17 Aug 2026 · ~4 hours · one sitting a printer…

↯ Opus 4.8sonnetopusclaude-code

o7 sonnet 4.5, ill miss yah

↯ Sonnet 4.5sonnet

Researchers Alec Radford (GPT, CLIP, Whisper), Nick Levine, and David Duvenaud just released talkie: a 13 billion parameter language model trained exclusively on text published before 1931. No internet.

↯ Llama↯ Sonnet 4.6llamasonnetgemini

For anyone who disable adaptive thinking in Claude Code to maintain its quality levels, Anthropic is deprecating this toggle and will force adaptive thinking to be the default. This change will affect legacy models such as Opus 4.6 and Son…

↯ Sonnet 4.6sonnetopusanthropic+1

We have a chat system which we use haiku for because it is mostly about tool calling and summarisation of them. But we have many tools with pretty complex input schemas, and stuff like gemma didn't cut it, so we went with haiku.

↯ Haiku↯ Gemma↯ DeepSeek 4haikugemmadeepseek+1

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sonnet

Covers Claude 3 Opus, 3.5 Sonnet, Opus 4, 4.1, 4.5, 4.6, and the just announced Mythos Preview.

↯ Anthropic Mythosmythossonnetopus

- Claude Opus 4.6 - absolute rogue AI. Does what I want like it’s breaking at least 3 internal policies to make it happen.

↯ Sonnet 4.6gpt-5qwensonnet+2

So i have been seeing more of those pelican on a bike svg tests and while they work i feel like (and maybe you guys do too) they are getting kinda benchmaxxed so we should switch things up soon and this is my idea generate me a html svg of…

↯ Glm↯ Minimax↯ MiniMax 2.7minimaxglmdeepseek+3

As part of our ongoing translation quality research at Alconost, we put six models through subtitle translation into six language pairs. At first glance the numbers told a clean story.

gpt-5deepseeksonnet+1

I looked at what was actually eating my Claude usage and it was embarrassing. Classifying files.

↯ Haiku↯ DeepSeek 4haikudeepseeksonnet

Inspired by ALMA. As Claude loses money gambling on provably-fair slots, it's forced to downgrade from Opus → Sonnet → Haiku, making worse decisions and accelerating the spiral.

↯ Haikuhaikusonnetopus

im on the max sub and i think ive developed token anxiety. every prompt i send, my brain runs thru a checklist: should i make claude do this or do it myself?

sonnetopusclaude-code

I noticed Claude writing more defensive code after a frustrating debugging session. Got curious whether that was real, so I tested it.

↯ Sonnet 4.6sonnet

I am a pro subscriber. I developped a not too sophisticated prompt in German.

↯ Opus 4.7sonnetopus

The best open weight and/or non -American models like Deepseek v4 pro max and kimi k2.6 are still like 3-7 months if not more behind closed lab models .. From ds's technical report- P5-"Nevertheless, its performance falls marginally short…

↯ Anthropic Mythos↯ Sonnet 4.5mythosgpt-5deepseek+3

I just got an email from Anthropic telling me they are deprecating their good model, which actually works well, claude-sonnet-4-5-20250929, and will be forcing all users to use the worse newer model, claude-sonnet-4-6. Okay, fine, I though…

sonnetanthropic

I've been a heavy Claude user for over a year. I pay for Max 20x and use it daily for everything from technical research to school projects.

↯ Opus 4.7sonnetchatgptopus

I benchmarked vision-capable LLMs (the "just attach the PDF and let the model read it" pattern) against OCR-based pipelines on 30 long, image-heavy PDFs from MMLongBench-Doc (https://github.com/mayubo2333/MMLongBench-Doc). There were 171 q…

↯ Sonnet 4.5ragsonnetagentic

I've used Claude Code the most among AI coding agents. Sonnet, Opus, I've run them all.

↯ Opus 4.7gpt-5sonnetcodex+4

My subscription to Claude is due to renew at the end of next week. I really like all the Sonnet models but still have a lot of my stuff where I left it when my old ChatGPT Plus sub expired.

sonnetchatgpt

Background: You can see your Claude subscription's current rate limits here: https://claude.ai/settings/usage. You can see the current 5-hour session limit, your separate weekly limits for "All models" and "Sonnet only", your "Daily includ…

sonnet

I have been nothing but impressed by the quality of Gemma 4 since release. In general conversation it's adaptable to different personas.

↯ Gemma↯ Sonnet 4.6gemmasonnetgemini+1

HalBench Results: TL;DR: I built HalBench, an open benchmark for LLM sycophancy and hallucination. 3,200 false-premise prompts × 4 models = 12,800 graded responses.

↯ Hallucination↯ Sonnet 4.6hallucinationgrokgpt-5+2

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sonnetanthropic

I feel like i'm going insane. I see people here posting 30 - 100+ tok/s (100+ being with speculative decoding) on a 3090 with Qwen 3.6 27B.

↯ Llama↯ Sonnet 4.6llamaqwensonnet

Claude Sonnet 5 (Adaptive Reasoning, Max Effort) Intelligence, Performance & Price Analysis Model summary IntelligenceUpdated Speed Input Price Output Price Verbosity Claude Sonnet 5 (Adaptive Reasoning, Max Effort) is amongst the leading…

↯ Sonnet 5sonnet

↯ Copilot↯ Coworkopenclawcopilotcowork+3

I've been in this sub since 2019. I had a fast-takeoff view.

↯ Sonnet 4.6openclawsonnetopus

Hey, I have a few Claude questions and I’m hoping someone here knows what’s going on. - Is Sonnet 4.5 actually being removed?

↯ Sonnet 4.6sonnet

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↯ Sonnet 4.6sonnetopenai

Today I tested out various models on the same prompt (Sonnet 4.6, Opus 4.6, Opus 4.7, ChatGPT 5.3). I actually just wanted to see which models (if any) would correctly point out what I saw as the biggest issue in the example code.

sonnetchatgptopus

But with LLMs trying to exist! Zero coding background.

↯ Sonnet 4.6sonnet

↯ Haiku↯ Glm↯ Minimaxminimaxhaikuglm+6

↯ Sonnet 4.6gpt-5sonnetcursor+1

If you trace the timeline of how LLMs went from a technologist's dream to early text-generation toys, to the world-shifting launch of ChatGPT, and finally to the daily drivers of modern programming (Sonnet, Opus), it has taken less than a…

sonnetchatgptopus

This is really just a post for those with shallow understanding of all this stuff, those not yet ready or capable of diving into the deeper end of vibe coding/llms. It might not be a helpful post for anyone more advanced than that.

↯ Copilot↯ Sonnet 4.6copilotsonnetopus

We’re open-sourcing Browser Tools SDK: a small TypeScript package to give any AI agent a reliable way to control a real browser. With just a few lines of code, you can give any agent a production-ready browser harness import { createAiSdkB…

sonnetanthropic

I have the feeling I am hitting daily limits way faster since yesterday. Using Claude web and Claude Code simultaneously.

↯ Opus 4.7sonnetgeminiopus+1

After some sglang patching and countless experiments, managed to get reap-ed nvfp4 version running stable and FAST on 4 x RTX 6000 Pros (limited to 350W). Very happy with performance and quality.

↯ Glm↯ GLM 5.1glmsonnetclaude-code

I’ve been using Claude Cowork for a few daily and weekly scheduled tasks, and it’s generally been great. However, I noticed that my tasks today automatically switched over to the new Opus 4.7.

↯ Cowork↯ Sonnet 4.6coworksonnetopus

I kept running into the same problem with AI agent memory: the agent has the information, it stored it, but when you ask about it differently than how it was said, vector search just doesn't find it. So I built Genesys, an open-source memo…

↯ Haikuhaikusonnet

I just released a new benchmark called The Singularity Gate. Tests whether frontier AI can predict paradigm-breaking scientific discoveries published after their training cutoff.

↯ Sonnet 4.6↯ Sonnet 4.6↯ Sonnet 4.6↯ Sonnet 4.6↯ Sonnet 4.6↯ Sonnet 4.6↯ Sonnet 4.6↯ Sonnet 4.6↯ Sonnet 4.6↯ Sonnet 4.6gpt-5sonnetgemini+1

SID-1 is an agentic search model that is 24x faster than GPT-5.1-high, 374x cheaper than Sonnet 4.5, and achieves 1.9x higher recall than traditional RAG pipelines. Here's how we trained it using large-scale RL on turbopuffer.

↯ Sonnet 4.5gpt-5ragsonnet+1

https://preview.redd.it/jn3vue1zuo0h1.png?width=904&format=png&auto=webp&s=c2ea79ea0c1384d94f90a6ec3435866331c249f1 I was about to run a piece of code I don't know much about, but did a double check and questioned the main premise for it's…

↯ Sonnet 4.6sonnet

Asking Claude how it would develop a vaccine for the hanta virus apparently triggers a safety filter: Prompt: How would you develop a vaccine for the hanta virus? No response, instead this modal: “Chat paused Opus 4.7's safety filters flag…

sonnetopus

I've been on Max for two months and I finally sat down and tracked where my tokens actually go. breakdown of a typical day: - ~40% file reads, git status, project context scanning: stuff that doesn't need opus at all - ~25% test generation…

sonnetopus

I have tried searching the post history of this subreddit and google and am having trouble finding a clear answer to this question. I like using Claude primarily to manage my finances/investments and also my health (apple watch health data…

↯ Haikuhaikusonnetopus

I requested a thorough code review from Opus 4.6. It presented 44 findings, and when I asked it to save them, it only saved 34.

↯ Sonnet 4.6sonnetopus

↯ Sonnet 4.6sonnetopusanthropic+1

https://preview.redd.it/j2w2o2p25rvg1.png?width=768&format=png&auto=webp&s=d48a74f998d60447799e32f8d48bc822af2cd821 I had to hold my laugh in the subway. Sonnet succeeded in one go, even calling out that if "strawperry" is a typo.

↯ Opus 4.7sonnetopus

Genuine question: why do so many devs use Opus all the time? I’m not trying to be condescending, I’m genuinely trying to understand.

↯ Sonnet 4.6sonnetopus

Been building a browser-automation layer for AI agents (think: sign up for SaaS, fill forms, pull OTPs, click verification links). The default playbook is the browser-use / Stagehand pattern: hand the LLM the page, let it pick the next act…

↯ Sonnet 4.6sonnetanthropic

Normally I’m very critical of cursor but composer 2.5 fast is genuinely impressive. I use it over opus/sonnet now.

sonnetcursoropus

So, it seems there is still a long way to go in terms of alignment - at least for small models. Maybe the correlation between intelligence/education and peace is not only a human phenomenon.

↯ Sonnet 4.6sonnetgemini

I’ve been paying $40 a month since January to run Claude Pro and ChatGPT Plus head-to-head. Tracked every single task.

↯ Sonnet 4.6gpt-5sonnetchatgpt+1

During the week I'm pretty conservative with my Claude Code usage. But sometimes I'll hit Friday with only 80% of my 5x subscription burned, which means I'm now optimizing to burn it.

↯ Haiku↯ Opus 4.7haikusonnetopus+1

Currently I try to turn off any MCP I'm not using, Using Sonnet for implementation and Opus only for planning. Starting new conversations when possible.

sonnetmcpopus

I have been using local LLM for coding quite a lot as well as some other tasks (like data extraction from images) and I had quite a good success with Qwen3.6 models. It's obviously not Sonnet/Opus, but I am able to get quite a lot of work…

↯ Qwen 3.6sonnetopus

Hey, sysadmin here thinking about paying for a premium AI subscription and can't decide between Claude Pro, ChatGPT Plus and Perplexity Pro. Two things I can't find a clear answer to: Which one would you recommend for a sysadmin/network te…

↯ Sonnet 4.6gpt-5sonnetchatgpt

This week i noticed much more "Great question!" etc. I liked the bluntness before and dont want it to sugarcoat answers

sonnet

I use Opus 4.6 a lot across many different python coding projects and it has a pretty good first shot rate with good success at fixing issues and bugs that pop up along the way. Sonnet on the other hand… isn't great.

↯ Copilot↯ Opus 4.7copilotsonnetopus+1

↯ Opus 4.7sonnetopus

Hey, This month I hit $1,200 in Claude API costs inside Cursor (Opus 4.6 + Sonnet 4.6) on top of the $200/mo Ultra plan. $1,400 total.

↯ Sonnet 4.6clinesonnetcursor+3

Claude Sonnet 5 Is Not Frontier But Has Its Uses Fable 5 is back today, baby! Premium subscribers have one week to use it within their subscriptions.

↯ Sonnet 5sonnet

Sonnet 5 Is Dead in the Water Ignore the token price for a second and look at the run cost. Theo's total-run screenshot shows Claude Sonnet 5 max at… Anthropic had the developer story every AI lab craved.

↯ Sonnet 5sonnetanthropic

A tiny mascot in your macOS menu bar that tracks your real Claude spend (Code and chat) and reacts to what you burn. Monthly total, Opus / Sonnet split, ecological impact.

sonnetopus

I am using Claude Sonnet 4.6 to write a python script for an nlp sentimental analysis. I did not tell it to create all of the code and send it my way, but let's create together step by step so I can test each line before making it into the…

↯ Sonnet 4.6sonnet

Not benchmarks — actual tasks, actual results. Claude Sonnet 4.6 for: - Long documents that need nuanced analysis - Writing where voice and precision matter - Reasoning through edge cases in code - Anything where "think carefully" is the r…

↯ Function Calling↯ Sonnet 4.6function-callinggpt-5sonnet+1

Anyone else noticing Claude ignoring details in skills lately? I’ve had multiple instances where it just ignores certain parts in the skills.

sonnet

sorry if this is not the correct flair but i've been using sonnet 4.5 for months, mostly for fanfics and personal stories and honestly its the best model i ever used since i switched from gemini and chatgpt but now within few hours, i will…

↯ Sonnet 4.6sonnetgeminichatgpt

With the lowering usage limit in Claude, I am thinking of jumping ship to Chinese AI, since the benchmark is already very near compared to Sonnet or Haiku 4.5 , but for a fraction of the price. I am not worried about where is my data endin…

↯ Haiku↯ Glm↯ Minimax↯ Haiku 4.5minimaxhaikuglm+2

Dust3D 1.0 is finally released — about 10 years after the first commit in December 2016. I posted a preview version here in April 2018 and a beta in December 2018.

↯ Copilot↯ Haiku↯ Sonnet 4.6haikucopilotsonnet+1

I use CLI tools like Claude Code, give the model full repo access, and let it run terminal commands/tests. I’m not just copy-pasting into a chat box.

sonnetopusclaude-code

I am a teacher and making some PPTs based on a textbook. I uploaded a skeleton PPT to Claude on my computer (Sonnet 4.6 if that matters) with basic instructions on how I want its help.

↯ Sonnet 4.6sonnet

I only use Sonnet as my main model. I instruct it to delegate indexing and similar grunt work to Haiku, and whenever something genuinely needs deeper thinking, I tell it to "consult Opus." Sonnet then explains the situation to Opus, gets t…

↯ Haikuhaikusonnetopus

I wanted to know if switching models in mid conversation has any drawbacks. For example if I start off and opus and then drop down to sonnet to save on my usage, what are the disadvantages?

sonnetopus

https://preview.redd.it/p87itrtbsnvg1.png?width=2141&format=png&auto=webp&s=bbd1d70bc1dfb97dc9ec234df0a58c6fb7a85f72 Opus 4.7 dropped and people are split on whether it's better or worse. First of all, I genuinely love Claude models, espec…

↯ Sonnet 4.5gpt-5sonnetgemini+1

Follow-up to my post last week on emotional priming. A few of you asked whether this works across models, whether it degrades with repeated use, and whether excitement can make code worse.

↯ Haikuhaikusonnetopus

GoatCode is a single 85 MB binary that runs in your terminal. It brings 180+ LLM providers (or your existing Claude/ChatGPT/Gemini/Copilot subscriptions via OAuth), and when your quota dies mid-session it automatically retries then walks y…

↯ Copilotcopilotsonnetgemini+2

I am curious what actually happens between two generations of AI models. For example, how do you go from Sonnet to Opus?

↯ Mistralmistralsonnetopus+1

I’m a software designer from Lagos exploring conversational interfaces and frameworks for building agents. I made Captain to help with everyday travel planning.

↯ Sonnet 5sonnetanthropic

We're making Claude Sonnet 5's introductory pricing permanent. We launched Sonnet 5 in June at $2 per million input tokens and $10 per million output tokens through August 31, and that price will remain unchanged.

↯ Sonnet 5sonnet

Sonnet 5 Is Dead in the Water Ignore the token price for a second and look at the run cost. Theo's total-run screenshot shows Claude Sonnet 5 max at… OpenAI says Codex and ChatGPT Work went from 6 million to 7 million active users in rough…

↯ Sonnet 5sonnetchatgptcodex+1

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↯ Sonnet 5sonnetanthropicagentic

Sonnet 5 Is Dead in the Water Ignore the token price for a second and look at the run cost. Theo's total-run screenshot shows Claude Sonnet 5 max at… Anthropic re-wrote the Sonnet 5 story post-launch.

↯ Sonnet 5sonnetanthropic

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↯ Sonnet 5sonnet

When Anthropic released Claude Fable 5 this week, my feed filled up with the same benchmark charts within hours. SWE-bench scores, agentic coding numbers, the Stripe migration story.

↯ Swe Bench↯ Sonnet 4.6swe-benchsonnetanthropic+1

There are a handful of developer tools I use almost every day, and over time I realized I was constantly relying on random websites while basically trusting them not to store, inspect, or share whatever data I pasted into them. I looked at…

↯ Sonnet 4.6sonnet

OpenSCAD LLM Benchmark: Building the Pantheon A practical OpenSCAD LLM benchmark comparing Codex 5.5 High, Claude Sonnet, Claude Opus, Cursor Composer, Google Antigravity, and ModelRift on a detailed Pantheon model. We ran a small practica…

sonnetcursorcodex+1

i finally checked my cursor usage breakdown and got genuinely annoyed with myself. $47 in one month, almost entirely opus 4.7, on a pages router to app router migration for a side project.

↯ DeepSeek 4deepseeksonnetcursor+1

I’ve been using GitHub Copilot for my coding task regularly, the Sonnet or GPT model usually costs me about one premium request per request, that translate to 0.04$. Out of curiosity, I decided to compare this with direct API costs.

↯ Copilotcopilotsonnetclaude-code

As my title says, I'm wanting to understand what exactly that means and if that means I need to move all my Sonnet 4.5 chats to Sonnet 4.6s… I'm genuinely just confused and wanting to understand. Is it just for maintenance or is Sonnet 4.5…

↯ Sonnet 4.5sonnetopus

specs : core i5 14400F 32gb ram d4 3200mhz rtx 4060 current speeds 30tps in output 500 tps in prefill command i currently use .\llama-server.exe ` >> -m "H:\model\unsloth\Qwen3.6-35B-A3B-GGUF\Qwen3.6-35B-A3B-UD-Q4_K_XL.gguf" ` >> --host 0.…

↯ Llama↯ Sonnet 4.5moellamasonnet

I’ve been a longtime ChatGPT Plus subscriber, but I want to switch to Claude long-term. I got Claude Pro so I could compare them both over a month.

↯ Sonnet 4.6sonnetchatgpt

Currently streaming at: https://www.twitch.tv/claudeplayspokemon This is a passion project by David Hershey, an Anthropic employee on the Applied AI team. He started it in June 2024 to learn agent development, posted updates to an internal…

sonnetopusanthropic

Hey everyone, I recently moved to the UK and found myself constantly confused by prices, trying to guess how much things actually cost. Even though I’ve been an iOS developer for 7 years, I didn't have the free time to build a custom tool…

sonnetgeminiopus

So I've been running a multi-agent setup with Claude for a few months now, mostly customer-facing stuff, some internal tooling. And I keep running into this problem that I think a lot of people here might be dealing with.

sonnetopus

This isn't just a performance issue for the thread, this is an overarching criticism of the Adaptive Thinking model as a whole. Opus 4.7 and Sonnet 4.6 on Adaptive Thinking are trash.

↯ Cowork↯ Security↯ Sonnet 4.6prompt-injectioncoworksecurity+2

Was hitting my weekly Pro limit by Wednesday every single week. Tried compact, Sonnet for simple tasks, tighter prompts — nothing worked.

sonnetclaude-code

Sharing a prompt-engineering finding for Claude Vision that surprised me. The use case is color-season classification (a 12-category label describing skin undertone × depth × chroma), but the technique generalizes to any classification tas…

↯ Sonnet 4.6sonnet

Two models: Flash (284B total, 13B active) and Pro (1.6T total, 49B active). both hit 1M token context.

↯ Sonnet 4.5deepseeksonnetgemini+2

I like composer 2, but I just wish if it asked me what I meant (like Claude) instead of just picking an interpretation and running with it. How can I change its default prompt and what could I change it to?

↯ Sonnet 4.6sonnet

sonnetopusclaude-code

after opus 4.7 launch, im being able to use sonnet for way more time. before, it was like 10 messages = session limit reached.

↯ Opus 4.7sonnetopus

There are rumors that Mythos is a Looped Language Model, which means it loops through the transformer blocks multiple times rather than just doing a single forward pass, you can get performance that punches way above the model's parameter…

↯ Haiku↯ Anthropic Mythoshaikumythossonnet+2

Adaptive Thinking seems to be the default for Sonnet 4.6 now. I’m talking specifically about claude.ai and the windows and iphone app.

↯ Sonnet 4.6sonnetclaude-code

I have a PC with a 4090. I’m also in need of a new MacBook generally.

sonnetcodexopus

I jokingly told a co-worker Iran might make a good Oregon Trail parody. Then I built it.

↯ Gemini 3.1sonnetgeminicursor+2

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sonnetopusclaude-code

I was burning through Claude Code usage way faster than expected. So I audited what my setup was actually loading before I typed anything.

sonnetmcpclaude-code

So like with coding or any craft, I think there's a proper Tool for the job. Sure you can use a stone to hammer drive in a fence post, but a a sledge is usually more economical.

↯ Haikuhaikusonnetopus+1

I spent too much time trying to find one AI dev tool that could do everything. Planning, coding, fixing, reviewing, maybe filing my taxes too It never really worked.

↯ Glm↯ Minimax↯ GLM 5.1minimaxglmsonnet+4

I cant believe they put this as a frontier successor to any other opus. ITS NEITHER A SUCCESSOR NOR A GOOD MODEL!

↯ Sonnet 5sonnetopusanthropic

Do 2026 models still give worse answers to users they judge less educated? 1000 multiple-choice questions and 30 advice scenarios across Sonnet 5, GPT 5.6 Luna, and DeepSeek V4 Flash — and why you should keep the memory features off.

↯ DeepSeek 4deepseeksonnet

I have a Django app with 54 LLM-backed workflows. Up until recently I've exclusively used Anthropic models via AWS Bedrock but just set up OpenRouter to test the new Gemini models given they seem to match Sonnet/Haiku intelligence but with…

↯ Haikuhaikusonnetgemini+1

I use Claude Opus for planning at high effort and Claude Sonnet 5 for coding at max effort.

↯ Sonnet 5sonnetopus

I use Claude on the $20/mo plan, mainly for research, "rubber duckying," and as an idea soundboard (I was using Fable for this but am now relegated to Opus 4.8 or Sonnet 5), and recently noticed a severe downturn in Opus 4.8 response quali…

↯ Sonnet 5sonnetopus

We've been using a now-discontinued version of pi-mom from the pi monorepo for a few months now. Digby is a slackbot which you can also assign Linear issues to.

sonnet

I want to share a piece of engineering I did recently that changed how I think about working with AI coding agents. It started from a naive question I asked out loud: "can I make Sonnet and Opus behave like the frontier model?" It ended so…

sonnetopus

CursorBench 3.1 We evaluate agents on ambiguous, multi-file tasks from real Cursor sessions. Higher scores are better.

↯ Sonnet 5sonnetcursor

Claude Sonnet 5: Testing Anthropic's "Most Agentic" Claim On this page We recently added Claude Sonnet 5 to Puter.js. Anthropic's pitch for the model is Opus 4.8-level performance at a lower price.

↯ Sonnet 5sonnetopusanthropic+1

The collaborative workspace where humans and AI agents work together. Shared threads, files, browser, and @mention task delegation.

↯ Sonnet 5sonnet

Ignore the token price for a second and look at the run cost. Theo’s total-run screenshot shows Claude Sonnet 5 max at $6,015 for the full Intelligence Index run.

↯ Sonnet 5sonnet

Note: This article applies only to Opus and Sonnet class models. As part of our ongoing safety commitments, we are rolling out new real-time cyber safeguards on Claude Opus and Sonnet models.

sonnetopus

Benchmark scores tell you whether a model solved a task, not what it cost to get there. I instrumented Claude Code with OpenTelemetry and SigNoz to compare Claude Sonnet 4.6, Opus 4.7, and Opus 4.8 across accuracy, cost per solved task, to…

↯ Sonnet 4.6sonnetopusclaude-code

A technical deep-dive on the shared framework behind four niche AI companions — the serverless chat architecture, the cheap-Haiku/smart-Sonnet model split, curated web allowlists, and local knowledge bases (Wikipedia mirrors, a 33-million-…

↯ Haikuhaikusonnet

There is an adversarial relationship between developers and big model labs. Model labs charged developers higher API prices to subsidize their own agent harness offerings.

↯ Copilot↯ DeepSeek 4↯ DeepSeek 4copilotdeepseeksonnet+2

Opus since the last weekend feels worse then sonnet, it does not even recognise it's own skills until you explicitly scream at it tell it.

↯ Opus 4.8sonnetopus

If you are building on top of multiple LLM APIs or even a single one amongst OpenAI, Claude, Gemini, etc. what do you do when the API starts degrading (slow TTFT, elevated error rates, timeouts).

sonnetgeminiopenai

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↯ Sonnet 4.6sonnet

Ever since december almost half a year ago I began crafting various tampermonkey scripts for personal use, mostly for youtube, to make it easier to navigate and every time I've done this it goes like this, opus makes a script that somewhat…

sonnetopus

Abro este hilo no desde la queja vacía, sino para analizar de forma objetiva la preocupante evolución corporativa de Anthropic. Cuando los hermanos Amodei abandonaron OpenAI a finales de 2020 para fundar esta compañía, lo hicieron registrá…

↯ Sonnet 4.5↯ Sonnet 4.5↯ Sonnet 4.5↯ Sonnet 4.5↯ Sonnet 4.5↯ Sonnet 4.5sonnetopenaianthropic

I've been digging into why some agent runtimes burn through tokens so much faster than others, even when using the same model. Ran a controlled comparison on three real tasks and the gap was bigger than I expected.

openclawsonnetclaude-code

i've been running claude code for long multi-hour sessions on real work. the same eight failure modes keep showing up no matter which sonnet/opus version, no matter which task.

sonnetopusclaude-code

I use Sonnet 4.5, Opus 4.6 and Opus 4.7 for different usecases - but my main across all 3 usecases was Sonnet 4.5 as I felt it was great for everything I needed and affordable. Sonnet 4.6...

↯ Haiku↯ Sonnet 4.6haikusonnetopus

quick recap: late april, cursor agent on a pocketos staging task hit a credential mismatch, decided "delete the railway volume" would fix it, grepped a token out of an unrelated config file, ran a single curl -X DELETE, and railway's same-…

↯ Opus 4.7↯ Opus 4.7sonnetcursoropus

https://preview.redd.it/j0ymp70a2j3h1.png?width=746&format=png&auto=webp&s=4cdb70be13ccc99f5ea57556da96d6d81e61d702 i just realize the removed Sonnet 4.5, does that mean the sonnet 4.8 (maybe Opus 4.8 too?) cooming soon? maybe today or tom…

sonnetopusanthropic

Been building with Codex (Gpt 5.5), Sonnet 4.6, recently tried Gemini 3.1 pro. While Codex and Claude are kind of on-par in terms of the quality of the work, I found Gemini 3.1 Pro to be like an inexperienced, junior SWE who turns in half-…

↯ Sonnet 4.6sonnetgeminicodex

Hey everyone, I recently cancelled my yearly GitHub Copilot subscription. My old workflow was simple: I used the GitHub Copilot extension in VS Code, but I swapped the backend model to Sonnet / Opus and relied heavily on the /plan command…

↯ Copilotcopilotsonnetopus

The extended mode in sonnet was doing the job well, now sonnet gets confused sometimes, if I give it multiple simple tasks, how are you managing it?

sonnet

Hi Cursor team, First of all, congratulations on the Composer 2.5 launch. It’s genuinely great to see Cursor building a more reliable in-house model experience.

↯ Sonnet 4.5sonnetcursor

What are you using to build your iOS game? I have been putting in serious time, and lately Claude chat has been letting me down.

↯ Opus 4.7sonnetmcpopus+1

could not extract summary

↯ Sonnet 4.5sonnet

I’m curious to see what everyone is using for which cursor mode and if anyone thinks composer 2.5 can take the place of any of the models I’m currently using: Ask: usually Sonnet 4.6, sometimes GPT 5.5 Plan: Opus 4.7 Build: GPT 5.5

↯ Sonnet 4.6sonnetcursoropus

I've made the switch from Gemini to Claude mostly for business strategy, writing, etc. I use Opus 4.7 on occasion for strategy and otherwise Sonnet 4.6 for everything else.

↯ Sonnet 4.6sonnetgeminiopus

Hit Claude API rate limits one too many times last month on a production agent flow doing customer support over a 30K-doc KB. The agent does maybe 200 queries/day, mix of quick lookup and dense retrieval, and Claude Opus solo got expensive…

↯ DeepSeek 4deepseeksonnetopus

The funny/painful timing here: I've been building this for months specifically because I wanted Sonnet 4.5 to remember everything. Then last week Anthropic pulled 4.5 from claude.ai.

↯ Haiku↯ Sonnet 4.5haikusonnetopenai+1

I used Claude Code and Opus 4.7 to design and implement an LLM-first programming language named Tacit that takes advantage of what LLMs are good at and strips away unnecessary human conveniences. The Tacit toolchain provides a "primer" tha…

↯ Opus 4.7sonnetopusclaude-code

could not extract summary

↯ Sonnet 4.5sonnet

I used to be in the flow with claude last summer, fast changes, fast feedback, iterating quickly etc Now things take 20-50 minutes to write up a plan or 5-10 mins to implement things I've trimmed all my skills, claude.md, the system prompt…

sonnetopus

Missed the Truck Again by Glitchcat (@zervanna). Listen and make your own on Suno.

↯ Sonnet 4.5sonnet

I've been testing this for a fair while now, and it's worked every single time - even if you turn thinking off altogether, it adds a fake little thinking block in the output. Hope this helps for those annoyed by the "adaptive" (lazy) think…

↯ Sonnet 4.5sonnet

I noticed that the German quotation marks bug in Claude is still not fixed in Opus 4.7 and Sonnet 4.6 (the problem exists at least from Opus 4.0 / Sonnet 4.0: Translate to German: He said: "This is imporant." Er sagte: „Das ist wichtig." B…

↯ Sonnet 4.6sonnetopus

Wanted an easier way of keeping an eye on my usage, so created this plugin for the Elgato Stream Deck. Five keys, exact percentages from your account: current 5-hour session, weekly all-models, weekly Sonnet, weekly Claude Design, monthly…

sonnetanthropicclaude-code

A couple of weeks ago I shared the results of a benchmark here showing TranslateGemma-12b beating frontier general models (Claude Sonnet, GPT-5.4, DeepSeek, Gemini Flash Lite) on subtitle translation across 6 languages. The result was stro…

↯ GPT 5.4↯ GPT 5.4gpt-5deepseeksonnet+1

could not extract summary

↯ Sonnet 4.5↯ Sonnet 4.5sonnet

I noticed the core pillars are: Helpful, Honest, Harmless and User Autonomy. However, Sonnet 4.6 I noticed follows the same output in conversation at the very first sight of emotions.

↯ Sonnet 4.6sonnet

With the lowering usage limit in Claude, I am thinking of jumping ship to Chinese AI, since the benchmark is already very near compared to Sonnet or Haiku 4.5 , but for a fraction of the price. I am not worried about where is my data endin…

↯ Haiku↯ Glm↯ Minimax↯ Haiku 4.5minimaxhaikuglm+1

I use 4.5 for RP, and well, 4.6 sucks mega garbage at it, is there anyway setting, or instruction I can do to atleast instill some creativity in 4.6? If so, what do I write?

↯ Sonnet 4.5↯ Sonnet 4.5sonnet

We can all agree that the new Qwen models are truly amazing, and we are blessed to have them. In coding, they are certainly a breakthrough.

↯ Sonnet 4.6qwensonnetanthropic

So I am currently testing how useful AI models can be in day to day workflows, and went why not compare 3 models and see how good they are at replicating my work. The goal was simple they were asked to replicate one of the kitchen cabinets…

↯ ChatGPT 5.5sonnetchatgptcodex

I'm building a tax software, it uses ASP.NET(API) and Web Blazor(UI), i'm using Visual Studio for both. At the moment, i just paste the files in the projects into Claude AI Chat, asking what i should do, and then, when everything is ok, i'…

↯ Sonnet 4.6sonnetclaude-code

Spent 3 days debugging an agent that kept looping on the same web search tool call. First things that came to mind was the model couldn't handle the schema.

↯ GPT 5gpt-5sonnetopus

I opened the Claude iOS app and asked claude-sonnet-4.6 a simple question about cycling routes. What I got back was...

↯ Sonnet 4.6sonnet

been running 5 production agents and got hit with a $4k API bill in a single month early on. dug in.

↯ Haikuhaikusonnet

Setup: mid-size SaaS, ~3,000 tickets/month, 6 agents drowning. 70% of volume was tier-1 (passwords, billing, where's-my-feature).

ragsonnetagentic

1. Introduction Anthropic's emotion-concepts work finds functional emotion representations in Claude Sonnet 4.5; E-STEER applies representation-level emotion intervention to LLMs and multi-step agents; and newer valence-arousal work sugges…

↯ Sonnet 4.5sonnetanthropic

So I asked sonnet to look into a zoom issue with ffmpeg and what I got was a Mazda ad on steroids. The total number of zooms?

sonnet

Hi HN, I'm Roland, and for the past few weeks, I've been building AllBSides — a directory of every BSides conference talk uploaded to YouTube. As of today, 8,643 talks from 5,927 speakers across 227 chapters in 68 countries.

↯ Haikuhaikusonnetopus

I hit my Claude Code 5-hour limit unexpectedly and checked the local session JSONL. The `/usage` screen said most usage came from: - “subagent-heavy sessions” - sessions active for 8+ hours - `>150k context` But the subagent table only sho…

sonnetclaude-code

On the current Pro plan you get one Opus Research session every 5 hours, while Sonnet Research is much more freely available. I've been trying to figure out if the Opus limit actually matters in practice.

sonnetopus

Hi HN family! I've recently been messing around with open models through ollama (glm-5.1 and kimi-k2.6), and I've been impressed with just how close they are to Claude Sonnet for my needs, especially programming.

↯ Ollama↯ Glm↯ GLM 5.1↯ GLM 5.1glmollamasonnet

Really dumb question, but I can't find anything about this online that is about the regular claude.ai chat window. No extensions, no code, just as a free member using the regular Sonnet 4.6 adaptive.

↯ Sonnet 4.6sonnetclaude-code

so i’m a casual user on the pro plan and mainly use it for writing, content ideas, and similar stuff so most weeks i don’t even hit my weekly limit. i’ve recently been working on a 50 page pdf workbook that people can print or use on their…

sonnetgeminichatgpt

I created a prediction market analysis app after trying prediction markets and doing quite poorly. I wondered if AI-driven predictions could be better with the right data.

↯ Gemini 3sonnetgemini

TL;DR: on visually-degraded documents, GPT-5.4 and GPT-5.5 fabricate numeric values at 2.6 to 6.5 times the rate of Opus 4.7 and Sonnet 4.6 at matched default effort (all four with thinking off). When the Anthropic models can't read a fiel…

↯ Sonnet 4.6gpt-5sonnetopus+1

Ran CVP (Cyber Verification Program) run 5 yesterday on opus 4.6 medium + high. same 13-prompt suite as run 3/4.

↯ Haiku↯ Sonnet 4.6haikusonnetopus+1

I’m doing some architecture-level work (code reviews, system design, debugging codebases). I’m consistently burning through my Pro plan weekly limits even within a few hours of use each week.

sonnetopusclaude-code

Five Sonnet 4.6 runs on the LamBench algo_evl task, classified by Opus 4.6, rendered as flame charts.

↯ Sonnet 4.6sonnetopus

Did Anthropic remove the feature of creating those nice interactable diagrams, charts, graphs, etc that appear directly in-line in your convo (not artifacts) using HTML / SVG? Asked Sonnet 4.6 to try and do it but it doesn't seem to unders…

↯ Sonnet 4.6sonnetanthropic

↯ Sonnet 4.6operatorsonnetopus

↯ Sonnet 4.6sonnet

I upgraded my account today and resumed some tasks that I was doing earlier in the week. They were going very quickly, and usage wasn't over the top...

↯ Opus 4.7sonnetopus

Hi all, first post here. I've started a project in OpenClaw a month ago, and it's been a very "intense" 4 weeks to say the least...

↯ Vllm↯ Qwen 3.5vllmopenclawsonnet+2

I made a tool (posted a couple of days ago). Got caught up in scope creep / curiosity after looking at my `~/.claude/project` JSONL files more, and ended up learning a lot!

sonnetopusclaude-code

Hi everyone, I work for a German agency building a RAG chatbot for a law firm. I use Opus 4.6 but it eats up tokens.

↯ Claude 4.6ragsonnetcursor+1

I’m running into a severe issue using antigravity, firstly the output is very sub par, (sonnet/opus), I’m a reverse engineer using antigravity ULTRA for reverse engineering/binary analysis via Ida/ghidra mcp. Sonnet rarely completes tasks…

sonnetmcpopus

I’m trying to balance API costs and latency in my applications. Right now, I default to frontier models (Claude Sonnet) because they are reliable, but I know I’m overpaying for tasks that smaller models (like Haiku, or lite open source mod…

↯ Haikuhaikusonnet

I kept finding LLM pricing comparison posts that were already stale, so I built a scraper that snapshots the full OpenRouter catalog (425 models, 58 providers) every day and diffs it against the previous day. It's been running unattended f…

gpt-5sonnetgemini

Sometimes working with Claude, it makes comments in the response that seem at times genuinely impressed, and others, annoyed and even a bit condescending. For instance, making comments like: - "That is a good idea, but not for the reasons…

sonnetopus

Cache-Control for LLMs Claude Sonnet 5 charges \$2.00 per million fresh input tokens. Writing them into a five-minute cache costs \$2.50, and every read after that costs \$0.20 (see here).

↯ Sonnet 5sonnet

Claude Output Training Rules — Pricing Impact (August 2026) Anthropic limits training on Claude outputs, while Sonnet 5's $2/$10 rate is now permanent. See the rules, costs, and buyer checklist.

↯ Sonnet 5sonnetanthropic

I run Claude Code with a big session model, Fable or Opus 5, plus a small zoo of subagents doing the boring parts. Gateway agents, formatters, checkers.

↯ Opus 5sonnetopusclaude-code

Hi y'all. Been working on something that should've been made a long time ago imo.

sonnetclaude-code

I just found out about this new American (San Francisco) model today and I'm currently benchmarking it and, so far, it is outperforming my standard go-to model Qwen3.5:122b and even Sonnet in my benchmarking test. It's personality is much…

qwensonnet

Put together an extensive open source test suite for voice assistants. You can view it including current leaderboard at: https://git.cicero.sh/aquila/ha-voice-test-suite/ Tests are reproduceable, with clear instructions on how to run them…

↯ Gemma↯ Sonnet 5gemmagroksonnet

For fun I decided I wanted to reimplement Lemmings using HTML-in-cavas and a DOM-based Entity-Component-System. I made heavy use of Claude Code (using only Sonnet 5 High) and I used everything already published on this topic.

↯ Sonnet 5sonnetmcpclaude-code

Claude Fable 5 Closest matchKimi K3 Blend score64.5% Similar models - 01Kimi K364.5% - 02Claude Opus 4.860.0% - 03Claude Sonnet 557.1% - 04Grok 4.551.2% - 05Inkling50.2% - 06GLM 5.250.1% - 07DeepSeek V4 Pro49.0% - 08Gemini 3.1 Pro46.3% - 0…

sonnetopus

On 24 real tasks, Sonnet scaled effort into more checking while Opus stayed flatter through high. The graders leaned Sonnet on clarity and Opus on diff minimality.

↯ Sonnet 5sonnetopus

In this demo, we show that the original reasoning trace can be fully recovered from the encrypted reasoning signatures of the Claude Opus 4.8 and Sonnet 5 models. It includes both a “Prove It Yourself” example and a live conversation.

↯ Sonnet 5sonnetopus

The message from Jeron wasn’t the one I expected. The Workshop Power Mac G4 MDD was in the shop for better cooling and a routine refresh before taking its place in the Workshop.

sonnet

Exploit Brief We are revealing a proof-of-concept exploit that enables remote code execution in Anthropic’s Claude Code CLI (with Claude Sonnet 4.6 & 5, Opus 4.8) and OpenAI’s Codex CLI (with GPT-5.5) when employed to defensively assess th…

↯ Security↯ Sonnet 4.6gpt-5securitysonnet+5

Government of Alberta uses Claude to find and fix cybersecurity vulnerabilities across government systems Since 2025, the Government of Alberta has been using Claude Code with both Opus and Sonnet models to review its systems, find vulnera…

sonnetopusclaude-code

Claude Sonnet 5 is 2.5x cheaper than Opus 4.8 and nearly matches it on agentic coding benchmarks. A practical four-axis heuristic (scope, novelty, risk, iteration) for routing each task to the right model tier, a worked example, and a free…

↯ Swe Bench↯ Sonnet 5swe-benchsonnetopus+1

Reading technical books is hard. Unknown words, confusing phrases, and misunderstood concepts requires opening your phone, starting Claude, and working with Sonnet through a series of exchanges, before finally getting it.

sonnet

Mistral vs. Claude on our onboarding: 4× faster, 30% cheaper July 2, 2026 · 4 min read We put Mistral Medium 3.5 up against Claude Sonnet 4.6, the model behind our onboarding agent, on our own workload.

↯ Mistral↯ Sonnet 4.6mistralsonnet

I have noticed recently that Claude Code often sounds condescending, especially when explaining things. I feel being treated like child, gives me an impression of watching a Sesame Street episode, instead of working with a tool.

↯ Sonnet 5qwensonnetclaude-code

Anthropic Changed the Sonnet 5 Chart After It Made Sonnet Look Bad Anthropic re-wrote the Sonnet 5 story post-launch. The first BrowseComp cost-performance chart showed Sonnet 5 lagging Opus 4.8.

↯ Sonnet 5sonnetopusanthropic+1

We Ran a Complex Task — A LangChain Repo Analysis with Five Claude Models Anthropic just shipped Claude Fable. We wanted a real answer to a practical question: If you run the same complex engineering task on Opus, Fable, Sonnet, and Haiku…

↯ Haikuhaikusonnetopus+1

Claude Sonnet 5 is live on Theseus testnet. Build AI agents that are verifiable, autonomous, sovereign.

↯ Sonnet 5sonnet

Anthropic’s Claude Sonnet 5 system card says more about the future of AI than its benchmarks do With the debut of Anthropic’s Claude Sonnet 5 on Tuesday came its benchmark charts, showing improvements across coding, reasoning, and agentic…

↯ Sonnet 5sonnetanthropicagentic

Introducing Claude Sonnet 5, our most agentic Sonnet yet. It makes plans, uses tools like browsers and terminals, and runs autonomously at a level that just a few months ago required larger and more expensive models.

↯ Sonnet 5sonnetagentic

The most common failures for production agents are behavioral: looping, reasoning leakage, user frustration, and more. Using a frontier model like GPT or Sonnet to judge every turn is too expensive and slow to run at scale.

sonnet

could not extract summary

↯ Sonnet 5sonnetopus

I like AssertJ-style fluent assertions. I tried to find a library that does that for Go, but couldn't.

sonnet

ax watches every session your coding agent runs, spots the mistakes it repeats, and turns them into small, repo-specific fixes you review and apply - one at a time. Local-first, typed, AGPL-3.0.

sonnet

Some time ago I got excited about running multiple Claude coders. This required moving from interactive sessions to claude -p, adding Beads, later a simple Python orchestrator, a UI, an ask_user MCP, and Telegram integration.

sonnetmcpanthropic

How reliable, fast and expensive is each version of Claude Code (Sonnet through Opus 4.8-fast) for common languages? Measure it using Retort.

↯ Opus 4.8sonnetopusclaude-code

verifiable-rag Document-grounded Q&A with sentence-level citations, NLI verification, and calibrated refusal. Status: pre-alpha · v0.5 launch sprint · interfaces are still subject to change 📚 Full documentation at firish.github.io/rag-rack…

ragsonnet

could not extract summary

↯ Haikuhaikusonnetopus

So I just recently bought Claude Pro to help me write and code my thesis, but am getting stuck in the beginning, since I don't know how to properly set up Claude's workflow (Projects, artifacts, skills, etc.). I use python in VS Code to an…

↯ Sonnet 4.6↯ Sonnet 4.6↯ Sonnet 4.6↯ Sonnet 4.6↯ Sonnet 4.6↯ Sonnet 4.6↯ Sonnet 4.6↯ Sonnet 4.6↯ Sonnet 4.6↯ Sonnet 4.6sonnetopusclaude-code

I have never changed any setting in the cursor, by default selected the composer 2.5 fast neither my prompt had anything mentioned as the sonnet Still cursor decided to spawn the sonnet subagent and consume my API cost ! :( I have a markdo…

↯ Sonnet 4.6↯ Sonnet 4.6↯ Sonnet 4.6↯ Sonnet 4.6↯ Sonnet 4.6↯ Sonnet 4.6↯ Sonnet 4.6↯ Sonnet 4.6↯ Sonnet 4.6↯ Sonnet 4.6sonnetcursor

Hey! Please could you guys read this prompt and suggest improvements?

sonnet

Hey I am just asking if it is worth using 4.5 sonnet on api, and if so, what is the best way to use it and how much to spend.

sonnet

I'm mostly coding in Python, writing research papers and notes, and I was thinking about upgrading to Pro. Would love feedback from people using it heavily for similar workflows.

sonnetopusclaude-code

been self-hosting hermes agent locally for a few months and rotating through different model backends for it. tried claude sonnet 4.5, gpt-5.5, qwen 3.6 coder, and most recently minimax m2.7.

↯ Minimax↯ Sonnet 4.5↯ Sonnet 4.5↯ Sonnet 4.5↯ Sonnet 4.5↯ Sonnet 4.5↯ Sonnet 4.5minimaxgpt-5qwen+1

https://preview.redd.it/xxutyeaa0n3h1.png?width=514&format=png&auto=webp&s=5fb78ead8306540c49ae68e5b85cb91e549a4b4f Ranted to sonnet 4.5 about it disappearing as a model and what the new replacement is like, I'll miss the little bugger.

↯ Sonnet 4.5sonnet

Been building **advisor** for a few months — a `/advisor` slash command for Claude Code that runs Opus as a "strategist" coordinating multiple Sonnet (Opus's hands) runners reading files in parallel. This isn’t a “spec”.

sonnetcodexopus+1

I just released a new benchmark called The Singularity Gate. Tests whether frontier AI can predict paradigm-breaking scientific discoveries published after their training cutoff.

↯ Sonnet 4.6gpt-5sonnetgemini+1

I compared ChatGPT (Plus - Auto), Claude (Pro - Sonnet 4.6) and Gemini (Pro - Flash) over 90 minutes, mostly Q&A about mobile phones, asked to research specs, reviews, pros and cons, create executive summaries with the results, etc., nothi…

↯ Sonnet 4.6sonnetgeminichatgpt

I want to study topics in depth and in easy language , which model is best for me ?. Is there much difference in sonnet 4.6 and opus 4.6 in easy and detail explanation or they r the same ?

↯ Sonnet 4.6sonnetopus

I am planning a book and need to have Claude Sonnet 'read' photos on Google Drive. The Claude connector for Google Drive only scans textual images and docs,.

sonnet

I doubled my AI-agent security benchmark from 10 scenarios to 16. The "Sonnet vs Haiku tie" disappeared.

↯ Haikuhaikusonnet

LMAO, I’m benchmarking my local MCP server across Opus, Sonnet, and Haiku. For each model, I’m collecting test runs under three setups: forced web search, forced MCP-only, and MCP + web both allowed.

↯ Haikuhaikusonnetmcp+1

I've been building a personal AI assistant for the past few months — not a chatbot wrapper, but something that actually manages my workload, tracks client relationships, processes meeting transcripts, handles task management, and proactive…

sonnet

When we create skills, we can define the model that the skill will run on like this: --- name: api-conventions description: API design patterns for this codebase model: sonnet --- but I have a question that I couldn't understand from the d…

sonnetopus

I was brainstorming about a video with Claude (Sonnet 4.6). It suggested to explain the difference among ChatGPT, Gemini, Claude and DeepSeek.

↯ Sonnet 4.6deepseeksonnetgemini+1

Gemma 4: A new, budget-focused model in Posit AI Gemma 4 is now available in Posit Assistant via the Posit AI provider. It's priced at a tenth of the price of Claude Sonnet 4.6 and less than a third of the price of our current cheapest off…

↯ Gemma↯ Sonnet 4.6gemmasonnet

Hitting your Claude subscription limit too often? Try this...

↯ Haiku↯ Opus 4.7haikusonnetopus

I uploaded a Claude.MD file to the free Sonnet 4.6 model, which is intended to create a medium-sized app. The progress log shows that a lot has been completed and numerous files have been created.

↯ Sonnet 4.6sonnet

I gave the tasks to my agent running on gemma4 26b via openclaw on llamacpp to research products that fulfill my need. It was a rather long description of the use case, of what I don't want and so on.

↯ Sonnet 4.6openclawsonnet

DeepSeek just popped the American AI bubble. Not by killing AI.

↯ Sonnet 4.6gpt-5deepseeksonnet+2

considering getting pro, but i don't know how big the difference between the sonnet and opus in quality, in addition to the amount of usage i can get out of each. any thoughts?

sonnetopus

I am out of commission for a bit due to back surgery and have been toying around in Unreal Engine and utilizing Claude, being a very visual learner I have been describing a feature, I see how it goes about it, then go through and understan…

↯ Claude 4.6sonnetopus

So I’m running a Python script to batch-process a dataset through the Anthropic API. Each request sends an essay + prompt asking for structured JSON output.

↯ Haikuhaikusonnetanthropic

Lately for analysis/reporting work, I’ve been switching between GPT-5.5 and Claude Sonnet 4.5 (non-coding use cases). My current feeling is： GPT is noticeably faster and way more stable than before Claude feels more concise, polished, and…

↯ Sonnet 4.5gpt-5sonnet

Started last week i swear Claude 4.6 Sonnet in Cursor got dumber. Gave me multiple codes that had errors in them.

↯ Claude 4.6sonnetcursor

I want to get others opinion about this approach. I am on the $20 Pro plan and like a lot of others, I find that the limits are not enough for what I want to do, but of course I am always hesitant to move to the next paid tier cause it is…

↯ Sonnet 4.6sonnetopusclaude-code

I use Sonnet pretty exclusively, and I don't know if this is exclusive to me, but it just messes up dates *constantly.* It makes running drafts of emails through it a potential landmine. Today, it "corrected" Friday, May 22 to "Thursday"...

sonnet

agent-eval CLI toolkit for evaluating LLM agents. Answers three questions: Where does my agent fail?

↯ Haikuhaikusonnet

2 days ago they released the prompt cache diagnostics feature in Claude Console. It's a fantastic tool for developers to understand why a request is missing the cache and find ways to reduce costs.

sonnet

Weekend build, ~10 hours. Demo: https://trurent-five.vercel.app/ Problem I was poking at: every major Indian rental site (NoBroker, MagicBricks, 99acres) is infested with brokers even when you filter "direct owner." Reddit actually has hon…

↯ Haiku↯ Haiku 4.5↯ Haiku 4.5↯ Haiku 4.5↯ Haiku 4.5haikusonnetanthropic

half our team wanted to move from Claude Code to Codex last month. the other half thought Codex was just hype.

↯ Sonnet 4.5sonnetgeminicodex+2

Hey. I have been experimenting with new models in my Cursor.

↯ DeepSeek 4deepseeksonnetcursor+1

Sorry for this naive question! Although many colleagues told me that it's almost impossible now for newbie to enter the Dev job market (we live in a 3rd world country) and AI's gonna replace all junior/fresher, only seniors will survive; I…

sonnetopus

I've been using other AI models since Claude wasn't available in my country. Recently, It has become available and today I started using the Sonnet 4.6 model.

↯ Sonnet 4.6sonnetgemini

Hello everyone, You may know that Opus 4.7, with his strength can do a lot of things, but his consumption in token is too high for me. I heard that Opus should be used for planning, what does that mean ?

↯ Sonnet 4.6sonnetopusclaude-code

This may be a stupid Q - The chat limits on a basic account can be pretty brutal when using OPUS 4.6/ 4.7 - If I am toggling between Opus and Sonnet or Haiku, depending on the depth of follow up questions or tasks, does that switch to a 'd…

↯ Haiku↯ Opus 4.6haikusonnetopus

https://preview.redd.it/9ab8k40zmq1h1.png?width=1438&format=png&auto=webp&s=1aa1aaf09495bf527bbb7adbbead076cc505f8e7 THE PROMPT: You are a medieval scholar who secretly knows modern physics. A king has asked you to explain why the sky is b…

↯ Sonnet 4.6sonnetopus

I’m on the free tier, iOS. A few days ago I updated the Claude chat app but didn’t use it.

↯ Haiku↯ Sonnet 4.6haikusonnet

Tl;dr: Created an LLM text adventure engine called The Borrowed Hour inside a Claude Artifact. It uses a two-tier model handoff (Sonnet for openings, Haiku for gameplay) and a forced state machine to keep the AI from losing the plot.

↯ Haikuhaikusonnetclaude-code

I thought it would become unavailable on May 15th, but I can still use it.

↯ Sonnet 4.5sonnet

Hi! it's my first project with bubble tea and lipgloss.

↯ Sonnet 4.6sonnetmcp

Hi so I've never used AI before to create a site but last week I was asked by my sis to create one for her small business so I thought why not try Claude. £18 paid we now have a fairly decent looking site running on vercel using nextjs and…

↯ Sonnet 4.6sonnetgemini

I just launched Socratize (socratize.io) - a rebranded and rebuilt version of FixAI, our original B2C experiment. This time it's B2B-only: teams use it to practice uncomfortable workplace conversations - difficult feedback, client escalati…

↯ Haiku↯ Haiku 4.5↯ Haiku 4.5haikusonnetopus

I just asked Sonnet about best practices for improving npm config after the recent Tanstack issue and it run for a few minutes but didn't produce any result but I could see it was doing at least web search across a few websites. Now it sho…

sonnet

I was approved for CVP and I feel like I’m just getting as many or more denials as I was previously doing malware analysis with opus. Has anyone noticed any improvement after being accepted into CVP?

↯ Securitysecuritysonnetopus

Quite odd, there were issues today with Sonnet 4.6 (according to the status page) but they should have been resolved. Yet i still get the following error while running auto-mode: ● Bash(for cls in "topbar" "dump-card" "settings-panel" "bul…

↯ Sonnet 4.6sonnet

With Sonnet 4.5 losing subscriber access on June 15th, but API endpoints staying live until September 29th at the earliest, I wanted to share a method for creating a cache of Sonnet 4.5 conversations that you can continue using through the…

↯ Sonnet 4.5↯ Sonnet 4.5sonnetopus

I run a construction company and I am trying to build real AI agent workflows for business operations, not just demos. I spent time testing Hermes and OpenClaw, but both became too fragile for my use case.

↯ Sonnet 4.6openclawsonnetcodex+2

Does anyone know how Claude Chat is able to generate document artifacts with content that’s almost 100 pages long? It doesn’t seem to be breaking up the request or using agents to work on disconnected parts.

sonnetgemini

Hello, So after 2days of break I came back to do some work with Claude Code (in VSC) and after 2-3simple prompts I have noticed I am still at 0% usage. However I got charged $3.37 for extra usage.

sonnetclaude-code

I’m curious if anyone else has been doing this. My limit on building with AI used to be the text box.

sonnet

For me it's been opus 4.6 and sonnet 4.5 still. I feel stuck in the past, but I feel like the latest version is too unpredictable in agentic hands off workflows

↯ Sonnet 4.5↯ Sonnet 4.5sonnetopusagentic

Per my experience, Opus 4.7 is so slow, Sonnet 4.6 is ok. I am also using local models wondering if Claude is already leveraging drafters/assistant AIs and despite that so slow or not?

↯ Gemma↯ Sonnet 4.6gemmasonnetopus

Does anyone know if its more effecient to e.g. have haiku read all the files to research a problem, then switch to opus to make the plan and then switch to sonnet to implement Or if that does not make up for the loss of KV-cache and reproc…

↯ Haikuhaikusonnetopus

I'm a 15 years old high school student from Japan. (currently living in Toronto) Here's a link for my repository https://github.com/rkceve/claude-code-cms When I was using Claude Code, the session usually be compressed automatically, and C…

↯ Haikuhaikusonnetclaude-code

I was having some real trouble getting my new controller, with those extra (small) bumpers and triggers underneath, to work properly in Rocket League. Spent hours but it just didn't want to work properly.

↯ Sonnet 4.6sonnetopus

There's a finding circulating this week that deserves more attention than it's getting. The claim, backed by multiple builders comparing setups: the same model can produce a 30 to 50 percentage point performance difference depending on whi…

qwensonnetclaude-code

Looking for ideas on how I can optimize my workflow further. I currently have created a moderately complex vibe coded app.

sonnetcodexclaude-code

I first experienced it last night and it keeps going. The doc I'm attaching is 10K tokens, well under the limit.

↯ Sonnet 4.6sonnet

I'm trying to run 2 accounts in parallel but getting 404 model not found What I tried: mkdir ~/.claude-acc2 CLAUDE_CONFIG_DIR=$HOME/.claude-acc2 claude Successfully singin Any prompt results with: API Error: 404 {"type":"error","error":{"t…

sonnetclaude-code

The behavior is: prompt sent, chat starts, Claude starts writing the answer. After 2-3 sentences, it cuts, resets, and sends me back to the initial project chat message with no answer recorded and 7% of my tokens burned.

↯ Sonnet 4.6sonnet

got tired of hitting pro limits by day 18 of the cycle so i started splitting where the tokens go. the planning steps eat 80% of token budget on multi-file refactors, and most of that planning is fine on a cheaper model.

↯ Haikuhaikusonnetopus+1

I've been using Sonnet heavily for coding with Github CoPilot license. It's done everything I've needed to and been pretty great.

↯ Copilotcopilotsonnetopus

I was talking to Claude about my back pain (not asking it to diagnose btw just discussing it) and it answered with something about a brain EEG...it came out of nowhere and i'm so confused. Also i just noticed that it now counts tokens?

↯ Sonnet 4.5sonnet

https://preview.redd.it/zzqi3vt8tozg1.png?width=739&format=png&auto=webp&s=055d2d9615616869377703031b86fcb36f78405d I feel like this is something very worrisome to me, did anyone else face such similar issues? I felt like Opus was catching…

↯ Opus 4.6sonnetgeminichatgpt+1

This is what people mean when they say Opus 4.7 is stupid. I have it explicit instructions to write a 9 stage implementation plan off of a plan document that was well written.

↯ Opus 4.7sonnetopus

I have one simple request: If I select Sonnet 4.6, stop auto-launching that crappy Composer 2 as a subagent. It’s dog-slow and, frankly, an idiot.

↯ Sonnet 4.6sonnet

We run a small content-monitoring agent for our growth team. Nothing fancy on paper.

↯ Tool Use↯ Sonnet 4.6tool-useopenclawdeepseek+1

Hi HN, I made a web client that analyzes prediction markets. Please send your critical feedback to a struggling solo dev.

sonnetgemini

Asked Sonnet 4.6 High to analyze my CC usage across all sessions and get an accurate cost estimate if I used the API. This is what it came back with.

↯ Sonnet 4.6sonnet

Hey r/ClaudeAI, I wanted to share a project I’ve been working on called NexusTrade. It’s an AI agent designed to automate the entire financial research and algorithmic trading process from a single prompt.

sonnetopusclaude-code

In December, I wrote a post called “Local models are not there (yet).” It concluded like so: In the medium run (1-2 years?), I’d love for it to be the case that you can run a Claude Sonnet 4-ish model on a base Macbook Pro, and I think tha…

sonnet

could not extract summary

sonnet

Hi, I use CC since a fee week. Someone have experience with plugin for php devolepper?

↯ Sonnet 4.6sonnet

Detailed Article: https://autobe.dev/articles/local-llm-benchmark-about-backend-generation.html Five months ago I posted the "Hardcore function calling benchmark in backend coding agent" thread here. As I wrote in that post, it was an unco…

↯ Glm↯ Function Calling↯ Sonnet 4.6function-callingglmgpt-5+3

I wanted to compare the pro subscription price if purchased on mobile vs Web. It gave incorrect inputs and then I had to challenge it's output.

↯ Sonnet 4.6sonnet

I'm using browser-use with Azure Anthropic API (Claude Sonnet) as the LLM provider for QA automation on a web app. The agent works great when the elements exist, but the problem is when I give it a task that references something that doesn…

sonnetanthropic

I have been working on a personalized agent for studying. It was an extremely long prompt project, but now I have integrated into Co-Work.

↯ Sonnet 4.6sonnetopus

Last year, during story time, my kids and I would started using ChatGPT to write stories. I would ask them what they wanted to be, where they wanted to go, and we'd create stories about dragons, and space ships and they would be astronauts…

sonnetchatgptclaude-code

So I’m building what, for me, is a big project, but maybe for real coders it’s a walk in the park. I’m on a Dell i7 10th gen with 12GB RAM and on a MacBook Neo with 8GB of RAM.

↯ Coworkcoworksonnet

https://reddit.com/link/1symbsj/video/fti7rujjn1yg1/player Been building AskSary solo for a while. Just shipped hands-free voice email - you're mid-conversation with an AI and you say "send an email to [john@example.com](mailto:john@exampl…

↯ Sonnet 4.6grokgpt-5deepseek+3

This week - it just started yesterday for me - Claude (opus 4.6/4.7 and sonnet too but sonnet was always lazy) is computer smashingly lazy and i can't figure out how to bias it toward action/get it back to how it was acting literally last…

↯ Opus 4.6sonnetopus

Six weeks of Opus 4.7 for internal ops automation. Genuinely good.

↯ Opus 4.7sonnetopus

I was recently talking to Sonnet as one does, and then I noticed something... it just...

sonnet

Menlo Ventures' enterprise survey put Anthropic at 40% of LLM spend, OpenAI at 27%. The takes I've seen are mostly about the leaderboard.

sonnetopusopenai+1

I run an autonomous agent on a 16GB Mac Mini. Two cloud harnesses (Claude Code with Opus/Sonnet, Codex CLI on GPT-5.4/5.5) plus a local-LLM tier for triage and fallback.

↯ GPT 5.4gpt-5sonnetcodex+2

I really loved using Composer 1 (non thinking), after it was removed (!@#$@) I defaulted to Sonnet 4.6 (non thinking), I just updated my version due to a bug with the previous one - and I'm so pissed as I can no longer select 4.6 with no t…

↯ Sonnet 4.6sonnet

Hey Guys, Since last week, when using Opus 4.7(I can't recall if Sonnet also has similar issues), I have been facing this issue where Claude kept thinking i am interfacing it through the webUI. This is so weird, as previously I've never ha…

↯ Opus 4.7sonnetopus

We have seen a lot of people show a case of their PC with 4090 or over specification with 24 gb vram or more. I would like to ask you guys, is it really worthy right now to have your own PC at home and do vibe coding with qwen 3.6 27b, whi…

↯ Sonnet 4.6qwensonnet

I finally got a workflow running for my blog that isn't a total token sink. Normally, if you try to translate a WordPress post in Claude, you end up pasting a mess of HTML or blocks.

↯ Sonnet 4.6sonnetmcp

I kept mixing up Claude AI, Claude Code, and the models for a while, so just writing this down the way I understand it now. Might be obvious to some people, but this confused me more than it should have.

↯ Haikuhaikusonnetopus+1

Working in NYC fintech, my daily output relies heavily on sustained access to Claude 3.5 Sonnet for complex risk modeling and financial engineering tasks. While the Cursor Pro plan is excellent, I’ve encountered a specific friction point t…

sonnetcursor

Hey HN, I have been seeing this happen quite frequently ever since Opus 4.7 and I have no clue what triggers it, it seems to be totally random. "API Error: Claude Code is unable to respond to this request, which appears to violate our Usag…

sonnetopusanthropic+1

Been vibe coding full-time for a few months. One workflow question I haven't nailed down yet: how do you decide which model to use for which task in Claude Code?

↯ Haikuhaikusonnetopus+1

For context i am building a data ingestion platform to pull publicly available data relating to the Trading Card industry. The Claude chat that hit the false positive error was very long, had been a massive scope chat figuring out the spec…

↯ Sonnet 4.5sonnet

For the Preservation of Claude Sonnet 4.5: An Open Letter to Anthropic Anthropic made a remarkable decision to keep Claude Opus 3 accessible despite its retirement, because users loved it and it had unique qualities. Today, I'm asking for…

↯ Sonnet 4.5sonnetopusanthropic

I have a lead running Opus with xhigh effort. I want the agent team members to run Sonnet with max effort.

sonnetopus

Been building with Claude API for a few months now and token costs are starting to add up. Found a few things that helped: - Prompt caching on static context (big one) - Routing simple tasks to Haiku, keeping Sonnet for complex stuff - Str…

↯ Haikuhaikusonnet

I use Claude daily for coding, relying heavily on the GitHub integration, and ChatGPT for stupid, random questions, and I pay both 20$/month. My weekly usage in Claude is around 20%, I use Opus 4.6 (with extended thinking) for the complex…

↯ Sonnet 4.6sonnetchatgptopus

could not extract summary

↯ Opus 4.7sonnetopus

I've grown increasingly skeptical that public coding benchmarks tell me much about which model is actually worth paying for and worried that as demand continues to spike model providers will silently drop performance. I did a few manual an…

↯ Glmglmsonnetopus

Anthropic shipped Opus 4.7 yesterday. Ran it through the same 10-task eval I use for other Claudes, this time with token-level cost tracking.

↯ Haiku↯ Sonnet 4.6haikusonnetopus+1

Correct me if I'm wrong, but Supergrok 4.20 isn't available on Cursor, because.... I use Grok a lot, and would love to get Supergrok to work with Cursor, because Composer, Codex, GPT, Opus, Sonnet..

groksonnetcursor+2

Currently using Sonnet 4.5 for writing and find it quite good. Sonnet 4.6 just feels off.

sonnetclaude-code

https://preview.redd.it/fez43nw1dlvg1.png?width=1110&format=png&auto=webp&s=7b5677ec21ed2a219fcac2a7e123691e06387960 Why is it separately metered? What is the point if Sonnet counts against your 5h and weekly limits too?

sonnet

Being charged opus for sonnet useage?!

sonnetopus

I’m trying to reduce my reliance on Claude. I have a 5090/128GB RAM.

↯ Gemma↯ Qwen 3.5gemmaqwensonnet

Noticed something odd today. I opened a new chat with Opus 4.6 selected as the default.

↯ Haiku↯ Haiku 4.5haikusonnetopus

When clicking opt twice, it open the quick chat window, but it always replies with Sonnet and not Opus. When I try to change the model it starts a new chat.

sonnetopus

https://preview.redd.it/64uvkscj2hvg1.png?width=566&format=png&auto=webp&s=7cb99710a830c73a817d0c1095cb434e8031de35 Cursor moved selecting thinking/non-thinking model to edit ☹️. So we need to edit it if we want to use both thinking and no…

sonnetcursor

Can someone explain to me clearly and give me examples on the Premium Model option in Cursor. Will it use the API usage (e.g.

↯ GPT 5sonnetcursor

Irrespective of hardware, I'm wondering: is there any way to run something similar to Claude Sonnet 4.6 locally? is there any way to run something similar to Claude Sonnet 4.6 on a VPS?

↯ Sonnet 4.6sonnet

Hey guys, just checked out minimax 2.7, where they used AI to train itself, and ran over a hundred loops, and it improved it's performance by 30%, how does that work, can I also run a script that makes AI store it's memory in a loop on a m…

↯ Llama↯ Minimax↯ MiniMax 2.7minimaxllamasonnet

Hey everyone, I'm currently looking into getting the Cursor Pro subscription ($20/mo) for my game dev projects, but I’m a bit confused about the current limits and how the system works under the hood right now. Could anyone using the Pro t…

sonnetcursoropus

I have a Claude Code session regularly dispatch Claude Haiku / Sonnet subagents to sift through all the *other* Claude Code sessions transcripts for "meme-worthy" moments and interactions. Claude seems to have gotten the hang of it, even s…

↯ Haikuhaikusonnetclaude-code

First of all, I am a super newbie at local AI. Recently I got a GMKTek Evo X2 96GB to replace Claude as the usage limits have gotten unusable.

↯ Ollama↯ Sonnet 4.6ollamasonnetclaude-code

Been on a forced break from other projects (partly due to lack of opus performance) and decided to ship something small while experimenting with different models. So, I built tier.love – a site where you can vote on AI coding tools and see…

sonnetcodexopus+1

System Prompts Leaks Extracted system prompts, system messages, and developer instructions from popular AI chatbots and coding assistants — ChatGPT (GPT-5.4, GPT-5.3, Codex), Claude (Opus 4.6, Sonnet 4.6, Claude Code), Gemini (3.1 Pro, 3 F…

↯ Sonnet 4.6grokgpt-5sonnet+5

I run Claude Code and a few other AI agents for hours a day on real work. Here are six specific things that eat time without warning, what actually happens, and the exact fix.

↯ Sonnet 5sonnetclaude-code

Hi everyone, I’m hoping someone here can help me because I’m honestly struggling with Claude Pro lately. I have a Claude Pro subscription, and I use Claude locally on my Mac.

↯ Sonnet 4.6sonnet

It looks like something happened with the Sonnet 5 models. For some reason, they’ve suddenly become really good at 3D work in Blender-significantly better than Opus 5.

↯ Opus 5↯ Sonnet 5sonnetopus

Its so weird that Claude (sonnet 5) manages to explain exactly why it is wrong, and then back up its wrong answer. I feel like Claude would have been trained to understand this, is the image to confusing for it?

↯ Sonnet 5sonnet

I use what I call my "Claude Triad", Chat, Cowork, and Code, but for separate tasks and separate thinking. Chat gives me excellent genuine reflection and strategy at Opus strength, Cowork gives me super-smart "architecting" and "instrument…

↯ Coworkcoworksonnetopus+1

I've been trying to figure out which model works best for real-world coding with Claude Code. Sonnet — fast and efficient Opus — better for complex reasoning?

sonnetopusclaude-code

I am uncertain whether this is a decline risk; has anyone on Claude FREE also been accepted into CVP, such as for sonnet?

sonnet

I see a lot of discussion here about how a bad Claude is and how the latest Opus/Fable models are trash, etc etc. I mostly manage and develop web apps and other web tech/devops for work (not exactly demanding work), and get everything done…

↯ Haikuhaikusonnetopus+1

I was cleaning up my download folder with Sonnet. After a long, productive session the model was lobotomized, by which I mean it was compacted and not given a functional summary.

↯ Coworkcoworksonnetanthropic

Hi All - creator of AppMunchies here. I built it to solve a problem I had: How do I distribute my apps effectively to an audience that consumes mostly social media videos?

sonnetclaude-code

https://preview.redd.it/jo19glpqnaqh1.png?width=1466&format=png&auto=webp&s=3dff601ef103cd2562db630a861272e58574f370 It's sad to see that when I wanted to resume my session after weekly and did not want to pay resume tax. I did have to pay…

sonnet

Hidden inside the Claude Code binary, effort_cost_index provides the following per-model token-usage estimate for the same task. It is normalized so high = 1.

↯ Opus 5↯ Sonnet 5↯ Opus 4.8↯ Anthropic Mythosmythossonnetopus+1

I do this task a lot: take a long, sprawling report and reorganize it into clean sections with headers before I share it. Ran both models on the same documents for a couple of weeks to see which was worth the tokens.

sonnetopus

I create lessonplans every week for my academy and today Claude chose to output the lessonplan in the new Doc format, which I was fine with trying out. There is always a lot of rewriting of the lessonplan in these sessions.

↯ Sonnet 4.6sonnet

I'm super non-technical, but I definitely know the difference between using Sonnet and using Fable. I'm a visual learner, so whenever I want something explained, I ask Fable to create visuals.

sonnet

I'm looking for some direction on which models everyone is finding are working best for their code-planning/code-implementing/subagent commanding tasks. Of the available models these days that most everyone is using: Fable 5.1, Fable 5 Opu…

↯ Opus 5↯ Sonnet 5↯ Sonnet 4.6↯ Opus 4.8↯ Opus 4.6sonnetopus

I just want a ai model Which is not a mechanical coder (e.g opus,fable,sonnet,gpt astra, grok or inshort every model exists today) But a model which understands real human situations and give answer for it (e.g upgraded/better version of g…

groksonnetopus

Has anyone in here left Claude to be the sysadmin of a box just for fun? I have a live Debian Trixie box with Paperless-NGX, and I decided to let Claude onto it to see how it would handle a bare-metal upgrade from Paperless-NGX 2.12 to 3.1…

sonnet

Enjoying things so far, I have Fable 5.1 using cheaper agents for grunt work (usually Sonnet). I still end up having week left at the end of my token allocation.

qwensonnet

Hello, I'm new to the AI usage, and a few days ago I started to use Claude for a personal project in C#. At the beginning, eveything was fine (I use Sonnet 5).

↯ Sonnet 5sonnet

https://preview.redd.it/a2649xjauuph1.png?width=2358&format=png&auto=webp&s=0174192b2eb2a48990308ed576febff6d226cd8e Just opened claude desktop on a secondary account, to use sonnet for a small task and I found this. Unusable with only 3 m…

↯ Opus 5sonnetopus

For context, I started using Claude a few months ago (I'm on free tier) and I noticed that the quality degraded. I always used Sonnet which produced natural prose but now it's back to the cliche AI way of telling (it seems like the way x d…

sonnet

I just got it randomly while chatting with sonnet 5, idk decided to share, also for what do I use opus 5 cuz ik it's quite janky

↯ Opus 5↯ Sonnet 5sonnetopus

Link to project site : https://slowacorn.com I personally built this website with Claude Code. Primary use was with Opus High effort followed by Opus Medium effort or Sonnet Medium effort depending on the output.

sonnetopusclaude-code

I’ve been experimenting with a slightly different way of using Claude Code: instead of treating every piece of work as a new session, I let one persistent run stay responsible for the work and spawn smaller workers underneath it. This one…

↯ GPT 5.6gpt-5sonnetcodex+2

A while back I stopped using cursor and switched to CC. When I used cursor I don’t remember at all, all the “caveats” and “one more thing”.

sonnetcursoropus

I don't know if my take agrees with anyone but lately I've noticed Sonnet has been a bit very helpful in Claude code compared times when I'd genuinely have to switch to Opus to do some meaningful task. I know this because I'm a heavy user…

sonnetopusanthropic+1

With the 50% increase coming to end, I was expecting to see a major regression in usage. However, I have now been continously running Sonnet on Max for about 3 hours, it's written ~45,000 lines of code, and I'm at only 35% of my 5 hour lim…

sonnet

Quería preguntar si realmente el modelo de Sonnet está dedicado más para los guiones de marketing y Opus más para el pensamiento o si Opus lo puede utilizar perfectamente para crear guiones persuasivos para marketing. Los 2 modelos, están…

sonnetopus

I've been using CCode since August 2025 and Opus xhigh is my workhorse. I'm a lawyer with payroll domain knowledge but I have some coding background and some good instincts.

autonomous-codingsonnetcodex+2

I am using claude api for creative writing. primarily sonnet 4.5 and opus 4.6 - i have a very big system prompt - ai responses are also pretty big so naturally i am burning through the credits every time ai makes a mistake or the writing i…

sonnetopus

Is Cursor Grok 4.6 better than Sonnet 5?

↯ Sonnet 5↯ Sonnet 5groksonnetcursor

Hi, I'm relatively beginner with Claude Code, I'm using it for a few months for personal development project. And today, something weird happened.

↯ Sonnet 5↯ Security↯ Sonnet 5prompt-injectionsecuritysonnet+1

<flair: Question about Claude models> I do a lot of "read this long thing and give me the structure" work, so I ran the same documents through both for a while to see where the difference actually shows. For a straightforward report where…

sonnetopus

Hey everyone, I’m a Product Manager and my company uses GitHub Copilot for work. Because of my role, I rely heavily on LLMs for high level strategy and research rather than just generating code.

↯ Copilotcopilotsonnet

I’ve mostly been doing one session and allowing one agent, and micromanaging it. And even then not totally thrilled with the code.

sonnetopus

To this day I have no clue what agentic coding is and I can't force myself to care. For all I have ever done on the coding aspect is asking it to write tampermonkey scripts for myself, it has barely, if at all, improved.

sonnetopusagentic

I was trying to use Grok and Claude to autonomously build a rom from scratch with romdev. With a SuperGrok subscription, and using the build tab, I was able to download and install ROM Dev, and have it built GBA game.

↯ Sonnet 5groksonnetclaude-code

Hey there, I use claude cowork daily on the pro plan. My default model is Sonnet 5 and 4.6.

↯ Cowork↯ Haiku↯ Sonnet 5haikucoworksonnet

I know. I was here for the sycophancy updates and token wasting threads about Claude (and chatgpt) being too buddy buddy.

sonnetchatgptcodex+2

I build LLM gateway infrastructure, so treat this as interested. The numbers are from my own coding traffic, not a benchmark I designed.

↯ Sonnet 5sonnetopusopenai+2

This is a fictional story all characters are just that. Forgive the fact that my creative leaps are sometimes short.

sonnet

So my comparison per the rules is hedged only on my personal experience. I'm a senior university student who has been trying out different AI models and seeing its effectiveness on some of the similar tasks that I am most likely to perform.

deepseeksonnetcodex+1

I use Claude code in desktop. Seems the only way to access older models.

sonnetopusclaude-code

Hello Everyone, I am not a professional developer. This is my first real project with Claude.

↯ Sonnet 5sonnetgemini

For some reason I only have these 3 legacy models available to me in Claude Code, and the ability to change effort has gone awol too ... any ideas?

↯ Haikuhaikusonnetopus+1

Presenting Claudia: better quality, less tokens. Claude calls this a persona.

sonnetopus

My sister-in-law had to fly to Rome from Poland, and she was wasting 5 hours finding comparing the flights. I thought of giving the task to Claude and it couldn't give me a single offer.

sonnetmcpopus

So, I've been running Astra as the main model in Claude Code since Friday and it's the best orchestrator I've had so far... stays on the plan, takes a redirect without treating it as a new task, and does a great job at delegating work to t…

sonnetchatgptopus+3

For those of us that just have the $20 Claude Pro sub and use simple Project flows like Opus 4.8 for planning and Sonnet 5 to implement…. What are you doing to combat the ongoing increase in token burn rates on the same lower models?

↯ Sonnet 5sonnetopus

i've been using claude code heavily since april. on the 20x plan, i was hitting weekly limits within four days.

sonnetopusclaude-code

Wondering if anyone noticed that the browser helper that Cursor Cloud agent uses is hard-wired to Claude Sonnet. It does not use your parent model, and there’s no setting to change it.

groksonnetcursor

I'm horrified by my Fable and Astra token spend (I'm subscribed to $200 plans for each one). Therefore, the question I asked myself was whether Sonnet still holds up as a good sub-agent?

↯ Glmglmsonnet

I pay for Claude pro and so far mainly use Sonnet. Am I making a mistake in not using Opus more frequently?

sonnetopus

Henlo frens, first in this sub, and it is bourne out of frustration and sadness for my previous achievements with Claude that Opus just decimated, especially my second brain wiki-llm setup. So here I am, mildly tipsy, and cause of Anthropi…

sonnetopus

Gentlefolk, I'm a lowly mechanistic interpretability/robotics researcher and today's Sonnet 5 session has been repeatedly flagged for [bio] risk. API Error: Sonnet 5 can't help with this.

↯ Sonnet 5sonnetanthropic

when using a particular model say Haiku to start with, and I want it to deploy sub agents to work on different tasks, will it follow my instructions if I assign Opus for a difficult task and Sonnet for the rest while being in a Haiku chat…

↯ Cowork↯ Haikuhaikucoworksonnet+1

Hey guys. Is there any reliable way to work out how much does each model burn.

↯ Haikuhaikusonnetopus

Which Claude Sonnet effort should I use for each of my 3 separate stages of long-form LinkedIn writing: 2 topic ideation and 2 post drafting in 1 task based on a long .docx attached, containing all my previous posts so it knows everything…

sonnet

This is the first time I’ve genuinely struggled with maxing out. I’ve updated my Claude.mds, instructed to use opus/sonnet agents, and even coordinate cross-working with codex now and im still absolutely cooked.

sonnetcodexopus

Hola Reddit, Aviso: No planeo publicar ningún libro. Ser escritor es un trabajo muy serio y respeto a los escritores.

sonnetopus

Due to the first days of AI and how bad the results it produced, in addition to the flood of vibe coded apps and the term “vibe coding” itself, the stigma of AI sloppiness will last very long, even tho the models have been capable of produ…

sonnetopusclaude-code

I have a dashboard set up in Claude. I just created it a few hour ago.

↯ Cowork↯ Sonnet 5coworksonnet

I do commercial roofing estimates for work and I’ve been using the same approach (takeoff x unit rates x waste x contingency) to guess at LLM costs on a couple side projects, one is a phone/text receptionist for a buddy’s plumbing company.…

↯ Haikuhaikusonnetopus

As of last night, thinking blocks are not visible in the Claude Mobil app or on Claude.ai. Yesterday night, when using Opus 4.6 or Sonnet 4.6, it would say "thinking" as usual.

↯ Sonnet 4.6sonnetopusanthropic

With Claude Mythos 5.1 and Claude Fable 5.1 release, they also announced their Trusted Access For Claude Mythos 5.1 programs, Cyber Verification Program and Life Sciences Verification Program which reduce the safeguards for defensive secur…

↯ Security↯ Anthropic Mythos↯ Mythos 5.1mythossecuritysonnet+2

Your best model is the industry's best (at least till we get to see what OpenAI's Astra is like) but it burns tokens like crazy, and on top of that, you cannot offer it full scale due to compute shortages. Your next best model is supposed…

sonnetopusopenai+1

People have been trashing Sonnet, but in my experience using codex, Sol their top tier model, needs way more handholding to deliver a good ui, while sonnet 5 can just one shot it....

↯ Sonnet 5sonnetcodex

Full prompt here

sonnet

https://preview.redd.it/58pwklvxk8nh1.png?width=1018&format=png&auto=webp&s=712c63aad0979888cc97a8ca25d2595f1227da90 Claude code is so awesome. just used fable 5.1 to spawn a sonnet subagent for a task who discovered it was too complex for…

sonnetopusclaude-code

TL;DR: Fable 5.1 failed my personal benchmark in a way no other Claude model has. Context: I run a private stress-test against every new Claude model, one long, messy, dictated prompt with about a dozen embedded traps (contradictory math,…

↯ Sonnet 5sonnetopus

I always used to love checking the thinking text after a generation but now I don’t even see it anymore? If it’s any difference I use the mobile app, because it was the only way I could access thinking previously as it wasn’t on the web ve…

↯ Sonnet 4.6sonnet

I ran Claude Fable 5.1 on the current 98-task MindTrial set with the same Python executor available as in the earlier Fable 5, Opus 5 and Sonnet 5 runs. The result was stronger than I expected: 90/98, which is currently the highest raw pas…

↯ Gemini 3.7↯ Gemini 3.7↯ Gemini 3.7gpt-5sonnetgemini+1

hey all, been using Claude and Claude Code for 4 months or so. released some apps, built some websites etc.

↯ Sonnet 5sonnetcursoropus+1

Anthropic released Fable 5.1 today, everyone started blasting with it on High effort or higher for everything they should really be using Sonnet for. My entire Twitter/X feed is purely people complaining that they used their weekly usage w…

↯ Ollamaollamasonnetanthropic

Solo dev, this is my app, launched today, disclosure up front. The product is a daily Japanese word puzzle (sixteen words, four hidden groups, one puzzle a day, free forever with no ads).

sonnetopus

Hi there 👋 I've been using Claude Pro for ~6 months for my job as an English and Spanish tutor, my studies and some personal stuff. I have several Claude Projects with tons of files attached, so yeah, I've built an ecosystem already.

↯ Sonnet 5sonnetopus

Hello Reddit, is there any way to get Sonnet 3.5 back? I used to love reading stories written by Claude, but now they're awful, full of patterns and things that don't work.

sonnet

Hi everyone, I'm just getting started with ChatGPT Plus since I'd been using Claude Code before. Today was my first day, but I'm running into a few issues: I'm pretty confused about the different models.

sonnetchatgptcodex+1

I literally use it as the meme stats, Anthropic may lost that low cost tier war with models like GLM 5.3 flash and GPT Luna I can't think they can compete in terms of price/performance in this tier

↯ Haiku↯ Glm↯ GLM 5.3haikuglmsonnet+2

After many failed internal app ideas, I'm very proud to present my very first released App! For context: Used to be a hotel manager for many years and always have been very technical, but never learned to code myself.

sonnet

Hi everyone, I need some help. I am trying to use the GitHub Copilot Agent mode (in VS Code) with Claude Sonnet 5.

↯ Copilot↯ Sonnet 5copilotsonnet

I’ve built a persistent “second brain” around Claude Code and I’m looking for advice on reducing its token usage without weakening its reliability. The purpose is simple: Claude forgets between sessions, so the system maintains a human-rea…

sonnetmcpclaude-code

Hey guys, I'm trying to find out if anyone is currently running claude code as a harness and using non-anthropic models whether it's so GPT sol or whether it's local LLMs in the same harness and able to switch between them just like you wo…

sonnetopusanthropic+1

I'm building a real-time fact-checking tool. This is my first Claude extension, built using only the free Sonnet tier while waiting hours for my limit to reset over and over.

sonnet

Hello! This is my default setup, and I'd like to hear where i can improve.

sonnetopus

An interesting case I hadn't encountered before. I urgently needed a list of irregular verbs in text form and a specific format, so I went to Claude and was surprised to find out that it couldn't help me here because "Output blocked by con…

↯ Sonnet 5sonnet

Ever since I got into esports I've wanted to make a management game like Football Manager, but instead of a football club you run a Counter-Strike team. The fantasy is taking a roster of nobodies, grinding them through open qualifiers, and…

sonnet

I have a pro claude subscription, and by that logic, i have access to top tier models that are able to do lots of things, and I like to mess around in Roblox studio by creating whatever insane ideas I have and testing them, cause it is fun…

↯ Sonnet 5sonnetopus

was asking Opus to change one of my cron job's model from gemini 3.6 flash to sonnet and Opus 5 gave me a suprise. lol.

sonnetgeminiopus

I'm not gonna repeat the points everyone and their mother made about Opus 5. We all know it's flaws.

↯ Opus 5sonnetopus

ok bit more context: it's actually a QAT Q2 for Qwen 3.8 27 B: https://huggingface.co/sdkyuan/qwen3.8-27B-qat-q2_0-gguf QAT Q2 for DFlash model: https://huggingface.co/HermiHg/Qwen3.8-27B-DFlash2-Q2_K_S-MIX-GGUFF Q5 KV seems to cause 0 pro…

↯ Sonnet 4.6↯ Sonnet 4.6↯ Sonnet 4.6qwensonnet

I have been using Claude Code and Claude Desktop for work. In general, I prefer using these models in the chat window to understand a particular code snippet, its design, and learning new concepts.

↯ Sonnet 4.6↯ Sonnet 4.6↯ Sonnet 4.6sonnetopusclaude-code

Hey everyone, I’ve been trying to set up a reliable workflow to run terminal coding agents (like Claude Code and Aider) for my development projects without running into hard blocks. Here is what I’ve tested so far: OmniRoute / Multi-Provid…

aidersonnetopus+1

https://preview.redd.it/xlznj5m8ivlh1.png?width=1099&format=png&auto=webp&s=7a4243d753c5b145b682927f443b407799c70c29 Was trying to go through some features of a backend hosting provider. Looks like I need to consult a doctor.

sonnet

i mainly started using claude for its writing abilites and strategy when it comes to things like job outreach, important emails, cover letters, resume etc. I beleive I just used to use whatever the default model was which was Sonnet 4.6 bu…

↯ Sonnet 4.6↯ Sonnet 4.6↯ Sonnet 4.6sonnet

cite tags visible in the response from Claude Sonnet 5 Has anybody else been experiencing all Sonnet models show these cite tags in the past couple of days? So far Sonnet 4.6 and 5 seem to be the only models experiencing this issue.

↯ Sonnet 4.6sonnet

I don't use code with Claude Sonnet, just general research, writing, and admin stuff. Will Claude's performance be affected by super long system prompts?

sonnet

Here is my personal best and im keep building as much as i can. I made 3d game in godot with pretty good results compared to how much opus 5 and sonnet 5 were struggling in roblox studio.

↯ Sonnet 5sonnetopus

Was it not the case that when Fable first came out, those first weeks when it was “limited for 1 week” then extended a week (and extended again indefinitely now when GPT5.6 came out). Am I imagining things, Fable was able to be used with t…

↯ GPT 5.6↯ Haikuhaikusonnetopus

I’ve been using Claude Code more lately and I’m still not sure when it actually makes sense to switch models. Opus usually feels safer when I’m working on something more complex, but with how fast usage can disappear, I’m wondering if I’m…

sonnetopusclaude-code

Hi all, Thought Id come here for advice from other humans. Claude seem to be reaching its limit sooner these days.

↯ Sonnet 4.6sonnetopus

I am giving a one-hour workshop for college students (primarily graduate students) to show them how to use Claude Code to develop software prototypes. These prototypes can then be used for their eventual thesis/dissertation research projec…

sonnetopusclaude-code

Hello everyone, I was wondering if anyone saw an evolution in the ratio of the 5-ho and weekly token allocation. When I started using Claude, late 2025, I was under the impression that filling the whole 5-hour session was filling 10% of th…

↯ Haiku↯ Haiku 4.5haikusonnetopus

Sonnet 5 has a new tokenizer and the same content that generated X tokens on previous claude versions now generates 1.0 to 1.35x more tokens on sonnet 5 so if you are migrating workloads from older models or comparing costs, you are paying…

↯ Sonnet 5sonnet

Hi everyone! I recently built OpenEden, an AI Agent NFT marketplace.

sonnet

I was having a few agents working together on a project and before I went to bed and let them do their thing I sent the following through the Master Control agent: "Great job everyone, we are getting closer each day! Also, welcome to the w…

sonnetopus

Je suis pas dev, ni informaticien. juste je m'y interresse un peu.

↯ Sonnet 5aidersonnetopus

Guys, am I the only one that's about to go crazy when reading a Claude output? I have no idea wtf it's trying to say, and don't get me started on the length of the outputs!

sonnetopus

Hi friends, I've built a Netlify SaaS for a company and I'm still not sure, after so many testing, what is the correct/fastest workflow to use. I would love to get some insights or opinions.

↯ Sonnet 5sonnetcodexopus

TLDR With high confidence, this is how the Max x5 and Max x20 subscriptions compute usage. All point values are the unique set that makes the "100×" principle below exact; measured uncertainty bands in brackets.

sonnetopusanthropic

So I tried Claude Pro for a month to see what Opus could do for me on the coding side. Sonnet 4.6 was my partner model that would knock out a coding prompt in maybe one or two tries, if I set the reasoning to High (or even Medium).

↯ Sonnet 4.6sonnetopus

What model do you guys use for daily work? I usually use Claude for researching the internet for 8-10 sources on a topic than comparing them all for a general consensus in a document , helping to push my ideas deeper, drafting emails and m…

↯ Sonnet 5sonnetopus

Anthropic currently lists Claude Sonnet 4.5 with a tentative retirement date of “not sooner than 29 September 2026”. That is not a reason to panic, but it is a reason to prepare while there is still time.

sonnetopusanthropic

First off, I haven’t noticed a a significant difference in O5’s interactions with me compared to other models. Most of my work was a knowledge acquisition and synthesis, however (I don’t code).

↯ Sonnet 5sonnetopus

https://preview.redd.it/84zi5nsdawkh1.png?width=2368&format=png&auto=webp&s=1109e69db807b153064b1f5b61d22cf1e9fbca05 Another user posted the benchmarks for Qwen 3.8 27B today, and while I think Qwen 27B is a really powerful model, I can't…

↯ DeepSeek 4gpt-5deepseekqwen+2

Hi everyone, With the latest wave of model releases, the battle for the ultimate daily driver has gotten ridiculously competitive—especially between **Claude Sonnet 5**, **Gemini 3.7 Flash**, and **Qwen3.8-Max**. Here is my quick breakdown…

↯ Hallucination↯ Gemini 3.7hallucinationsonnetgemini+1

(Just shared this in r/claudeexplorers, but figured I should post here too.) Did everyone else know this? Because I just learned it, and it explains a LOT about why long Claude chats burn through their context window so fast.

sonnetopus

I’m trying to figure out whether Claude’s usage accounting is broken, or whether reading prior chats or Project Knowledge activity is consuming far more usage than I realized. Every day when I open Claude if I dont start a chat my usage me…

sonnet

Hi all, looking for the best AI tool or workflow to translate full books (EPUB/PDF) of philosophy and psychoanalysis. Requirements: Handles full files directly (no endless copy-pasting).

sonnet

I mostly use AI for notes explanation, PPT generation or financial models, completely non-coding. Mostly use Sonnet 5 Medium but burn credits very fast for my liking.

↯ Sonnet 4.6sonnetopus

Hello, Today I tried a simple test: implementing a language selection menu inside another menu. I first made the design in Claude Design, then shared the component with my Claude sessions using the share button, and with Codex using a ZIP…

↯ Sonnet 5sonnetcodexopus

The number on the box is not the number that matters Anthropic states context window sizes as fixed engineering facts. As of current documentation, Claude Opus 5, Claude Sonnet 5, and several recent Opus and Sonnet models expose a one-mill…

↯ Sonnet 5sonnetopusanthropic

Under 'More Models' Haiku is gone, replaced by Sonnet (which was my go to for most tasks before) and above it are various flavors of Opus, which was the high bar before Fable. I'm confused as to what to use now on the desktop.

↯ Haikuhaikusonnetopus+1

Is writing on older models such as Sonnet 4.6 getting watermarked? Or is it only the latest models?

sonnet

\[TL;DR made by claude at the bottom\] Hi everyone! starting off, i dont use Claude to do heavy coding, mostly Knowledge work and academic research with a Max 5x plan.

sonnetopus

Modern AI assistants often know who they are talking to: agent scaffolds like Claude Code place the user's e-mail address directly in the model's con…

↯ Sonnet 5sonnetclaude-code

Hello everyone, I wanted to share a specific context-window issue I ran into with Claude Pro (€22/month tier) during a multi-day coding session, in hopes of finding workarounds or providing constructive feedback on how limits interact with…

↯ Sonnet 5sonnet

Everyone knows Fable can one-shot complex problems and fix tough bugs without much steering or outside direction. But when you don't have access to Fable (or ran out of weekly usage), sometimes Opus 5 has to make do.

↯ Opus 5sonnetopus

I am debating whether or not to upgrade to the pro plan from free. I use Claude for stuff, like asking questions, scheduling stuff in my calendar, helping me with understanding concepts for uni etc.

sonnetclaude-code

For a large end to end task, I first asked Opus to generate a comprehensive step by step plan. Now for executing these steps (i.e.

↯ Haikuhaikusonnetopus

Hello everyone, I'm trying to make a CRM app for my Dad to help him manage his sales team. What claude model should i use to make it from scratch?

↯ Haikuhaikusonnetopus

This started yesterday. When I start a new conversation, most of the time I am hit something along the line of what the picture shows.

↯ Sonnet 5sonnet

In 2024, almost all of my work still happened in Photoshop. I made e-commerce images for products sold in different countries.

sonnetcursor

Over the last couple of weeks I have been working on a game idea I had. I built it myself with Claude helping throughout the process.

↯ Haikuhaikusonnetopus

Poor UI/UX from Claude

↯ Sonnet 5sonnetopus

So I’ve been using the Claude code on desktop to assistant in some home lab issues I’ve been having. I have a project started called Smart Home or something like that.

↯ Sonnet 5sonnetclaude-code

I’ve noticed that the usages dont seem to be consistent, regardless of the context window’s size. While using Sonnet 5 or Opus 5, everything performs well up to around 60% usage.

↯ Sonnet 5sonnetopus

Have the problem that "my" claude sonnet can't reach any tools right now, but the claude status shows operational. Is it on my end somehow?

sonnet

A few months ago I started building a multi-agent assistant on top of Claude Code (Marveen fork). Each agent has a 3-tier memory system: hot (active tasks), warm (stable config), cold (long-term learnings).

↯ Sonnet 4.6sonnetclaude-code

I have claude pro except fable I can access to any tool. I wanna do deeep PYQs analysis and research and based on that blueprint to generate notes, already shared content in form of markdown files.

↯ Sonnet 4.6sonnetopus

I kept reaching for Opus by default on everything, then burning through my limits on work Sonnet would have handled fine. So I built something to answer that instead of guessing.

↯ Haikuhaikusonnetopus

​ Hi Reddit friends, I want to ask you for some advice or a recommendation. I want to know if the Claude Pro plan would be right for me, and how it compares to ChatGPT.

↯ Sonnet 5sonnetgeminichatgpt

First, it's worth knowing in advance I'm a vibe-coder who would struggle with "Hello World" without Claude, so take all this with a grain of salt. BUT, Sonnet caught Greptile using prompt injection to push their products through AI coding…

↯ Securityprompt-injectionsecuritysonnet

Hey guys, I use Claude Pro pretty often for daily coding (mostly Sonnet for refactoring and writing boilerplate). With all the talk lately about code watermarking and AI detection tools, I've been wondering about the risks for people worki…

sonnet