benchmarks 3 readings
#benchmarks
Articles and guides about benchmarks by Florian Bruniaux.
Testing Opus 5.5 as the code-review baseline
ArticleOpus 5.5 is the next reviewer baseline to test: set effort explicitly, update the API adapter, and keep a second reviewer only when it catches verified defects.
· 17 min read
How to read a token-compression benchmark
ArticleRead token-compression claims through their denominators, paired tasks, cache costs and success criteria, with Tokenade versus RTK as a worked example.
· 11 min read
Moving the memory observer to a local model: five constraints nobody documents
GuideA September 2026 claude-mem 13.24.1 case study: moving observations from Sonnet 5 to Qwen2.5-Coder-7B, with measured timeout and output-quality limits.