AI benchmarks and leaderboards are different things
Learn the difference between a benchmark, an evaluation run and a leaderboard, and use each to answer the right question.
LLM Stats
Job Bench evaluates AI agents on realistic professional tasks that require multi-step planning, research, and production of work artifacts.
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.
Shown in source observation order, not ranked. Dates retain the precision provided by the source.
| Model | Value | Unit | Protocol | Reported date and basis | Source |
|---|---|---|---|---|---|
| Muse Spark 1.1 | 0.547 | Not recorded | Not recorded | 2026-07-09 · model_announcement | LLM Stats |
| Qwen3.8 Max | 0.534 | Not recorded | Not recorded | 2026-08-02 · model_announcement | LLM Stats |
| Kimi K3 | 0.529 | Not recorded | Not recorded | 2026-07-16 · model_announcement | LLM Stats |
| Qwen3.8-27B | 0.334 | Not recorded | Not recorded | 2026-08-14 · model_announcement | LLM Stats |