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Brief, mostly facts

Opus 5.5 beats local Qwen3.8-Flash-Next on a six-way Rust benchmark

On a real LlamaStash feature, all 12 PRs pass end-to-end tests. Opus wins on edge cases, tests and docs.

Read the source at reddit.com

What the research found

Original post of the same six-way benchmark: Opus 5.5 scored higher than locally run Qwen3.8-Flash-Next on a LlamaStash Rust feature, all 12 PRs pass end-to-end tests, and the gap is mainly in edge cases, tests and docs.

Claims and how well the evidence supports them

  1. Opus 5.5 xhigh averaged 6.94 of 8 (87%) versus 5.5 for Claude Code plus Flash-Next medium 98%
  2. All 12 PRs passed the end-to-end test 99%
  3. Flash-Next ran locally at about 4.16 bpw via Halogen on a Strix Halo laptop 97%
  4. CI passed on 4 of 4 Claude Code PRs and 1 of 4 Pi PRs 99%

Evidence

Actionability rated low.