OpenRouter WideSearch (Search): leaderboard

OpenRouter's WideSearch run: the model must assemble a complete reference table from the open web, scored strictly — credit only when every required row and cell matches. Scored across search providers and turn budgets; each model takes its best configuration.

Metric: Best-configuration Exact Table Match (%). Source: openrouter.ai. Saturation forecast: Around 2032. 4 models tracked.

Top models

#ModelScoreOverall rank
1GPT-5.6 Luna (xHigh)22#79 (GPT-5.6 Luna)
2GPT-5.6 Sol (High)21#22 (GPT-5.6 Sol)
3Claude Opus 5 (High)20.2#16 (Claude Opus 5)
4DeepSeek V4 Flash (0731) (High)20#84 (DeepSeek V4 Flash (0731))

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

Interactive version: theaggregate.ai/benchmark?slug=openrouter-widesearch-search · How It Works · Data refreshed daily, snapshot 2026-11-05.