Frontier Log

Benchmark · Superseded

Terminal-Bench 2.1

020406080100Jul 2026Oct 202674.6%Opus 4.888.8%GPT-5.6 Sol86.6%Qwen3.8-Max90.6%DeepSeek-V4.1-Flash020406080100Jul 2026Oct 202674.6%Opus 4.888.8%GPT-5.6 Sol

Results

ModelScoreSourceHuman-verified
DeepSeek-V4.1-Flash10 Sep 2026 · DeepSeek90.6%DeepSeek-V4.1-Flash: Smarter, Faster, More EfficientNo harness or effort printed for this row. The post's bar chart covers Terminal-Bench 3.0, not 2.1.Source imageYes
Qwen3.8-Max3 Aug 2026 · Alibaba86.6%Qwen3.8-Max: A New Bar for Coding and CoworkFootnote 2: Evaluated with Claude Code (avg@10), 5-hour timeout, max_tokens=131,072. Default reasoning_effort per post is xhigh. Post HTML via https://qwen.ai/api/v2/article/?language=en-US&path=qwen3.8&type=qwen_ai.Yes
GPT-5.6 Sol9 Jul 2026 · OpenAI88.8%GPT-5.6: Frontier intelligence that scales with your ambitionTable also has a 'GPT‑5.6 Sol Ultra' column (separate row recorded). The fetched page text was truncated, so footnotes without a % sign are not visible in the extract.Yes
Claude Opus 4.828 May 2026 · Anthropic74.6%Introducing Claude Opus 4.8Footnote: all models run with the Terminus-2 public harness. Opus 4.8 defaults to high effort (post text); effort for the table not stated.Source imageYes

Benchmark

tbench.aiHigher is better

Stanford University and Laude InstituteIntroduced 6 May 2026

All benchmarks