LLM Stats (OpenAI-MRCR: 2 needle 1M): leaderboard
OpenAI Multi-Round Coreference Resolution with 2 needles at 1M context, testing precise retrieval of 2 target items in very long conversations.
Metric: Score (%). Source: llm-stats.com. Saturation forecast: Around January 2027. 5 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | MiniMax M1 40k | 58.6 | #683 |
| 2 | MiniMax M1 80k | 56.2 | #432 |
| 3 | GPT-4.1 | 46.3 | #248 |
| 4 | GPT-4.1 Mini | 33.3 | #355 |
| 5 | GPT-4.1 Nano | 12 | #731 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=llm-stats-openai-mrcr-2-needle-1m · How It Works · Data refreshed daily, snapshot 2026-10-20.