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Livenerf Tracks Opus 5.5 Drift

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Livenerf Tracks Opus 5.5 Drift
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// 1h agoOPENSOURCE RELEASE

Livenerf Tracks Opus 5.5 Drift

Livenerf is an open-source, append-only benchmark designed to detect post-launch capability changes in Claude Opus 5.5 through Claude Code. It uses frozen prompts, exact scorers, pinned tooling, and statistical comparisons, but has not produced enough data for a nerf verdict yet. [GitHub repository](https://github.com/ninjahawk/livenerf)

// ANALYSIS

Livenerf is a thoughtful attempt to replace recurring “Claude got dumber” anecdotes with a reproducible time series, though its value currently lies more in the methodology than in results.

  • –Frozen and procedural task panels help distinguish genuine drift from prompt memorization or changing workloads.
  • –Pure-function graders avoid introducing instability from an LLM judge.
  • –Pinned Claude Code versions and hermetic runs reduce the risk of confusing harness changes with model degradation.
  • –The benchmark measures the Claude Code subscription experience, not necessarily Anthropic’s raw API model.
  • –Baseline collection and calibration are still underway, so anecdotal dips remain inconclusive. [GitHub repository](https://github.com/ninjahawk/livenerf), [community update](https://www.reddit.com/r/ClaudeAI/comments/1wtlrnu/is_opus_55_entering_a_nerfed_phase_livenerf/)
// TAGS
livenerfbenchmarkevaluationllmopen-source

DISCOVERED

1h ago

2026-09-30

PUBLISHED

3h ago

2026-09-29

RELEVANCE

8/ 10

AUTHOR

bryan0