AI EVALUATION, IN CONTEXT.BY EQUALITY MACHINE

LLM Stats

FrontierCode 1.1

FrontierCode 1.1 evaluates whether coding-agent changes are mergeable, using unit tests, maintainer-defined rubrics, and verifiers. Runs flagged for unfair internet use receive a zero score.

Evaluation context and evidence

Source
LLM Stats
Publisher
Not recorded
Benchmark release
Not recorded
Collected
2026-08-17
Modality
text

These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.

Original sources

Reported results 16

Shown in source observation order, not ranked. Dates retain the precision provided by the source.

ModelValueUnitProtocolReported date and basisSource
Claude Fable 50.535Not recordedNot recorded2026-06-09 · model_announcementLLM Stats
Claude Opus 50.534Not recordedNot recorded2026-07-24 · model_announcementLLM Stats
GPT-5.6 Sol0.475Not recordedNot recorded2026-07-09 · model_announcementLLM Stats
Claude Opus 4.80.465Not recordedNot recorded2026-05-28 · model_announcementLLM Stats
Gemini 3.7 Flash0.436Not recordedNot recorded2026-08-13 · model_announcementLLM Stats
GPT-5.50.43Not recordedNot recorded2026-04-23 · model_announcementLLM Stats
Claude Sonnet 50.427Not recordedNot recorded2026-06-30 · model_announcementLLM Stats
Grok 4.50.424Not recordedNot recorded2026-07-16 · model_announcementLLM Stats
GPT-5.6 Terra0.413Not recordedNot recorded2026-07-09 · model_announcementLLM Stats
GPT-5.6 Luna0.398Not recordedNot recorded2026-07-09 · model_announcementLLM Stats
Claude Opus 4.70.385Not recordedNot recorded2026-04-16 · model_announcementLLM Stats
Kimi K2.7 Code0.301Not recordedNot recorded2026-06-12 · model_announcementLLM Stats
GLM-5.20.245Not recordedNot recorded2026-06-16 · model_announcementLLM Stats
DeepSeek-V4-Pro-Max0.176Not recordedNot recorded2026-04-23 · model_announcementLLM Stats
MiniMax M30.147Not recordedNot recorded2026-06-01 · model_announcementLLM Stats
Qwen3.7-Plus0.102Not recordedNot recorded2026-05-31 · model_announcementLLM Stats