Multi-IF leaderboard
As of November 6, 2026, among the results listed here, inclusionAI Ling 3.0 Flash has the highest reported Multi-IF score, 87.7, published by inclusionAI, ahead of LiquidAI LFM2.5-24B-A2B at 84.4. 4 models have a Multi-IF result in our records.
Scores as the model makers published them, not re-run by us; each row links to its announcement.
4 models ranked · 2 makers
| Rank | Model | Score | Setting | Reported by | Date |
|---|---|---|---|---|---|
| 1 | Ling 3.0 Flash | 87.7 | Not published | inclusionAI | July 23, 2026 (model release) · read from the maker's chart |
| 2 | LFM2.5-24B-A2B | 84.4 | Not published | Liquid | October 13, 2026 (model release) |
| 3 | Ling 3.0 Tiny | 83.2 | Thinking | inclusionAI | August 6, 2026 (model release) · read from the maker's chart |
| 4 | LFM2.5-2.6B | 80.1 | 2.6B | Liquid | August 11, 2026 (model release) |
How much to trust these numbers
- Source
- Reported by the model makers themselves. Not re-run by LLMBenchmark or anyone independent.
- Settings
- Settings differ between makers. Check the Setting column before comparing two scores.
- Spread
- 87.7 to 80.1 across 4 models.
- Freshness
- Newest result published October 13, 2026; oldest July 23, 2026.
- Charts
- Some values were read from charts in the announcements. Two independent readings had to match exactly.
What Multi-IF measures
Multi-IF asks models to follow instructions across multiple conversation turns and languages, with scores indicating their instruction-following proficiency. Source: Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions