Haiku 4.5

1. A one-shot code-review benchmark: scoring restraint over recall across four Claude models (marcindudek.dev via reddit)

   9w haikusonnetopus

   I built a small benchmark to answer one question: is Claude Opus 4.6 actually worse than 4.8, or does it just feel older? It scores the half of code review that most evals ignore, which is restraint - not flagging correct code that looks s…

2. I dont understand the pricing anymore. (www.reddit.com via reddit)

   9w haikusonnet

   So I just checked my usage and I found this Session Total cost: $17.77 Total duration (API): 24m 43s Total duration (wall): 40m 54s Total code changes: 1513 lines added, 0 lines removed Usage by model: claude-haiku-4-5: 604 input, 18 outpu…

3. I benchmarked my own AXI (agent-cli) against the official ClickUp MCP server. Task success is a tie, but the context/cost gap is large. (data + code, incl. where mine loses) (www.reddit.com via reddit)

   9w haikusonnetmcp+1

   Setup: - 38 tasks - 2 Claude models (Haiku 4.5, Sonnet 5) × 5 reps, + a 1-rep Opus 4.8 probe, - same live workspace. - Deterministic state checks + an arm-blind LLM judge.

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