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
VisuLogic evaluates logical reasoning capabilities in visual contexts.
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 |
|---|---|---|---|---|---|
| Seed 2.1 Pro | 0.543 | Not recorded | Not recorded | 2026-06-24 · model_announcement | LLM Stats |
| Seed 2.1 Turbo | 0.529 | Not recorded | Not recorded | 2026-06-24 · model_announcement | LLM Stats |
| Qwen3 VL 235B A22B Thinking | 0.344 | Not recorded | Not recorded | 2025-09-22 · model_announcement | LLM Stats |