AI EVALUATION, IN CONTEXT.BY EQUALITY MACHINE

LLM Stats

FrontierSWE

FrontierSWE measures whether an agent can complete open-ended technical projects at the scale of hours to tens of hours, spanning systems optimization, large-scale code construction, and applied ML research. Performance is reported as a dominance score, where higher is better.

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 50.9Not recordedNot recorded2026-06-09 · model_announcementLLM Stats
Kimi K30.812Not recordedNot recorded2026-07-16 · model_announcementLLM Stats
GLM-5.30.781Not recordedNot recorded2026-08-14 · model_announcementLLM Stats
Claude Opus 4.80.75Not recordedNot recorded2026-05-28 · model_announcementLLM Stats
GLM-5.20.74Not recordedNot recorded2026-06-16 · model_announcementLLM Stats
Qwen3.8 Max0.735Not recordedNot recorded2026-08-02 · model_announcementLLM Stats
GPT-5.50.73Not recordedNot recorded2026-04-23 · model_announcementLLM Stats
Claude Opus 4.70.63Not recordedNot recorded2026-04-16 · model_announcementLLM Stats
Claude Opus 4.60.56Not recordedNot recorded2026-02-05 · model_announcementLLM Stats
GPT-5.40.54Not recordedNot recorded2026-03-05 · model_announcementLLM Stats
Gemini 3.1 Pro0.4Not recordedNot recorded2026-02-19 · model_announcementLLM Stats
GLM-5.10.31Not recordedNot recorded2026-04-07 · model_announcementLLM Stats
DeepSeek-V4-Pro-Max0.29Not recordedNot recorded2026-04-23 · model_announcementLLM Stats
Kimi K2.60.27Not recordedNot recorded2026-04-20 · model_announcementLLM Stats
Kimi K2.50.26Not recordedNot recorded2026-01-27 · model_announcementLLM Stats
Qwen3.6 Plus0.22Not recordedNot recorded2026-04-02 · model_announcementLLM Stats