OddGridBench - Position: leaderboard

Metric: Accuracy (%) on the 200 images in which the odd item differs only in its position within its cell; OddGridBench synthetic grid images (5 to 9 rows and columns of identical icons with one odd item); the model names the odd item's row and column, scored by exact match; higher is better. Source: arxiv.org. Saturation forecast: Not forecast. 19 models tracked.

Top models

#ModelScoreOverall rank
1Qwen 3 VL 32B Instruct39#276
2Qwen 3 VL 4B Instruct27.5#506
3Qwen 3 VL 30B A3B Instruct25#365
4Qwen 3 VL 8B Instruct19#401
5Gemini 2.5 Pro6.5#145
6Gemini 2.5 Flash5#237
7Gemini 2.0 Flash5#331
8GPT-5 (Low)5#91 (GPT-5)
9Qwen 2.5 VL 72B Instruct2.5#364
10Qwen 2.5 VL 7B Instruct0#643

No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #8 Claude Fable 5.1.

Interactive version: theaggregate.ai/benchmark?slug=oddgridbench-position · How It Works · Data refreshed daily, snapshot 2026-10-11.