VLADBench: leaderboard

Autonomous-driving benchmark reported in Qwen's Qwen3.7-Plus comparison table.

Metric: Score (%). Source: qwen.ai. Source: benchmarklist.com. Saturation forecast: Around October 2027. 5 models tracked.

Top models

#ModelScoreOverall rank
1Qwen 3.7 Plus77.2#92
2GPT-5.4 (xHigh)77.1#79 (GPT-5.4)
3Qwen 3.6 Plus75.6#120
4Gemini 3.1 Pro (Preview)73.1#58
5Claude Opus 4.6 (Max)48#63 (Claude Opus 4.6)

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=vladbench · How It Works · Data refreshed daily, snapshot 2026-10-20.