V-ICAL Bench - Pass Rate: leaderboard
Metric: Pass rate (%). Source: arxiv.org. Saturation forecast: Around July 2027. 19 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Seed 2.1 Pro | 58 |
| 2 | Gemini 3.1 Pro (Preview) | 53 |
| 3 | Gemini 3.6 Flash | 53 |
| 4 | GPT-5.6 Sol | 51 |
| 5 | Gemini 3 Flash | 42 |
| 6 | Seed 2.0 Lite | 41 |
| 7 | Kimi K3 | 39 |
| 8 | DeepSeek V4.1 Flash | 35 |
| 9 | Qwen 3.5 397B A17B | 31 |
| 10 | Qwen 3.6 27B | 27 |
| 11 | Gemma 4 31B (IT) | 25 |
| 12 | Qwen 3.5 27B | 24 |
| 13 | MiMo-V2.5 | 23 |
| 14 | Qwen 2.5 VL 72B Instruct | 23 |
| 15 | GLM-4.5V | 21 |
Interactive version: theaggregate.ai/benchmark?slug=v-ical-bench-pass-rate · How It Works · Data refreshed daily, snapshot 2026-09-25.