Vals AI Web Search: leaderboard

Vals AI web-search comparison over expert-authored legal and financial research tasks, pitting native provider search against independent tools; accuracy (%) is all-pass on legal and dealbreaker-gated partial credit on finance.

Metric: Accuracy (%). Source: www.vals.ai. Saturation forecast: Around August 2028. 9 models tracked.

Top models

#ModelScoreOverall rank
1GPT-5.6 Sol (Max)49.08#22 (GPT-5.6 Sol)
2Claude Fable 5 (Max)48.45#20 (Claude Fable 5)
3Grok 4.5 (High)38.75#55 (Grok 4.5)
4Gemini 3.5 Flash (High)37.04#67 (Gemini 3.5 Flash)

No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #6 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=vals-ai-web-search · How It Works · Data refreshed daily, snapshot 2026-11-06.