LitReviewBench - Claim Support: leaderboard
Metric: Expert-preference rating (Elo scale, Bradley-Terry aggregation of about 3,000 anonymized pairwise battles judged by matched domain experts on D2 claim support by relevant citations; literature review drafts on AI topics; the human-draft baseline is in the rating pool). Source: arxiv.org. Saturation forecast: Around March 2027. 9 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Sonar Deep Research | 1106.3 |
| 2 | Claude Opus 4.5 | 1032.8 |
| 3 | Grok 4 | 908.5 |
| 4 | Qwen 3 235B A22B | 826.3 |
| 5 | Gemini 2.5 Pro | 601.8 |
| 6 | GLM-4.6 | 553.6 |
Interactive version: theaggregate.ai/benchmark?slug=litreviewbench-claim-support · How It Works · Data refreshed daily, snapshot 2026-09-26.