Benchmark Almanac

Kimi Claw 24/7 Bench

GPT-5.5 52.8% leads since June 2026
In use

Agents work on 17 persistent multi-day professional scenarios through OpenClaw, with 610 checkpoints. The score is the mean pass rate over three runs.

In-house: Moonshot never released the tasks.

Made by
Moonshot AI
Released
June 2026
Kind
Tasks from real jobs
Level
Expert
Scored
Checked automatically
Answers
Agent task
Tasks
Kept private
Strongest model tested
GPT-5.5 #20 on the capability index
Last in a launch post
June 2026
Last model added
June 2026
Scores refreshed
November 12th, 2026
1
Model scored in lab cards
1
Launch post lists it, from 1 lab

Kimi K2.7 Code leads with 46.9%

Best score per model as labs report them in their own cards. Labs pick their own settings, so these compare less cleanly than independent runs.

GPT-5.5 leads with 52.8% across all independent runs

Best score per model across the official leaderboard, Epoch AI’s own runs and any board Epoch AI copied. Each bar and row names its source.

  1. 1 Kimi K2.7 Code 46.9%

Source: Labs’ model cards

#ModelScoreSettingDateSource
1 Kimi K2.7 Code 46.9% Jun 2026 Lab model card
#ModelScoreSettingDateSource
1 GPT-5.5 52.8% average pass rate over 610 evaluation points; mean of 3 runs, OpenClaw Apr 2026 Official leaderboard
2 Claude Opus 4.8 50.4% average pass rate over 610 evaluation points; mean of 3 runs, OpenClaw May 2026 Official leaderboard
3 Kimi K2.7 Code 46.9% average pass rate over 610 evaluation points; mean of 3 runs, OpenClaw Jun 2026 Official leaderboard
4 Kimi K2.6 42.9% average pass rate over 610 evaluation points; mean of 3 runs, OpenClaw Apr 2026 Official leaderboard

The benchmark's own leaderboard has 4 models. Switch the scores above to rank them together.

Number one over time Number one over time

Lab claims count from the day the card came out, independent runs from the model’s release.

OpenAI
Own leaderboard Not tested since Jun 2026
GPT-5.5 52.8%

Source: Official Kimi Claw 24/7 Bench leaderboard

Scores over time

All the scores we have, one dot each, so a model tested at several settings appears more than once.

On the benchmark’s own leaderboard Reported by the lab in its model card Best so far
0% 20% 40% 60% 80% 100% 2026 Near the ceiling (85%) GPT-5.5 Kimi K2.6 0% 20% 40% 60% 80% 100% 2026 Near the ceiling (85%) GPT-5.5 Kimi K2.6

Sources: Official Kimi Claw 24/7 Bench leaderboard and labs’ model cards

One lab put it in a launch post in the last six months

Launch posts from every lab that has listed it, one tick per post. Tall colored ticks include it, and short gray ones leave it out.

Moonshot AI
DateLaunch postScoreAs the post writes it
Jun 12, 2026 Kimi K2.7 Code 46.9 Kimi Claw 24/7 Bench

One lab claim next to the leaderboard

Each score a lab reported for its own model, beside the same model's best score on the leaderboard. Gaps mostly come from different harnesses, effort levels and task subsets. 1 of them match, which usually means one side copied the other. Every benchmark.

Model Lab says Board says Gap
Kimi K2.7 Code 46.9% Kimi Claw 24/7 Bench 46.9% Leaderboard, average pass rate over 610 evaluation points; mean of 3 runs, OpenClaw Same

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