Kimi Claw 24/7 Bench

Kimi Claw 24/7 Bench is a benchmark for agentic abilities such as tool use, retrieval and autonomous workflows. The official description says: "In-house benchmark by Moonshot AI for evaluating long-horizon agentic performance in persistent, multi-day coworking tasks". Below we describe in simple words what benchmarks of this type generally examine.

Kimi Claw 24/7 Bench measures agentic abilities such as tool use, retrieval and autonomous workflows. In detail, it checks:

• choosing and calling the right tools for a task
• keeping track of what it has already done and what is left
• recovering from failed or contradicting tool results
• completing a defined workflow end-to-end

The score is accuracy: the percentage of tasks answered or solved correctly. 100% means every task was solved perfectly; higher is better.

Official methodology note: In-house benchmark by Moonshot AI for evaluating long-horizon agentic performance in persistent, multi-day coworking tasks. It spans 17 professional scenarios across 610 evaluation points, covering domains such as software engineering, ML research, recruiting, trading, marketing. All tasks are executed through the OpenClaw harness. The final score is the average pass rate across all evaluation points, and is averaged over 3 runs.

What is the Kimi Claw 24/7 Bench benchmark?

Kimi Claw 24/7 Bench is a benchmark for agentic abilities such as tool use, retrieval and autonomous workflows. The official description says: 'In-house benchmark by Moonshot AI for evaluating long-horizon agentic performance in persistent, multi-day coworking tasks'. Below we describe in simple words what benchmarks of this type generally examine.

What does Kimi Claw 24/7 Bench test?

Kimi Claw 24/7 Bench mainly measures agentic abilities such as tool use, retrieval and autonomous workflows. Concretely, it checks: choosing and calling the right tools for a task; keeping track of what it has already done and what is left; recovering from failed or contradicting tool results.

How is the Kimi Claw 24/7 Bench score calculated?

The score is accuracy: the percentage of tasks answered or solved correctly. 100% means every task was solved perfectly; higher is better. The declared maximum score of this benchmark is 100.0.

Where do I get Kimi Claw 24/7 Bench data and scores?

The official source is https://www.kimi.com/code. The official benchmark page/reference is linked on this page. Every score on Open LLM Radar is also available as open data: download the scores JSON (http://open-llm-radar-api:8000/api/v1/benchmarks/kimi-claw-24-7-bench/scores) or pull it directly from the Open LLM Radar API with any HTTP client.