# INCLUDE

> A multilingual benchmark used in provider tables to measure inclusive language coverage and cross-lingual understanding beyond common high-resource languages.

Canonical page: https://benchlm.ai/benchmarks/include

- Category: [Multilingual](/multilingual)
- Last updated: October 10, 2026

## About INCLUDE

- Year: 2026
- Tasks: Cross-lingual understanding
- Format: Multilingual benchmark
- Difficulty: Broad multilingual capability
- Paper: [Qwen3.6 launch benchmarks](https://qwen.ai/blog?id=qwen3.6)

INCLUDE is useful as a multilingual breadth check because it is intended to reward stronger performance across a wider and less English-centric language set than basic translated math benchmarks.

INCLUDE is currently displayed on BenchLM for reference, but it is excluded from the weighted scoring formula.

## Leaderboard (7 models)

| Rank | Model | Creator | Score |
|------|-------|---------|-------|
| 1 | [Claude Opus 5](/models/claude-opus-5) | Anthropic | 89.8% |
| 2 | [Claude Opus 4.8](/models/claude-opus-4-8) | Anthropic | 87.6% |
| 3 | [Qwen3.7 Max](/models/qwen3-7-max) | Alibaba | 86.2% |
| 4 | [Claude Opus 4.5](/models/claude-opus-4-5) | Anthropic | 86.2% |
| 5 | [Qwen3.5 397B](/models/qwen3-5-397b) | Alibaba | 85.6% |
| 6 | [Kimi K2.5](/models/kimi-k2-5) | Moonshot AI | 83.3% |
| 7 | [Qwen3.7 Plus](/models/qwen3-7-plus) | Alibaba | 83.0% |

## FAQ

### What does INCLUDE measure?

A multilingual benchmark used in provider tables to measure inclusive language coverage and cross-lingual understanding beyond common high-resource languages.

### Which model scores highest on INCLUDE?

Claude Opus 5 by Anthropic currently leads with a score of 89.8% on INCLUDE.

### How many models are evaluated on INCLUDE?

7 AI models have published results on INCLUDE in the BenchLM catalog.

### Does INCLUDE affect BenchLM's overall score?

Not directly. INCLUDE is still displayed on BenchLM for reference, but it is excluded from the weighted scoring formula.

## Compare Top Models on INCLUDE

- [Claude Opus 5 vs Claude Opus 4.8](/compare/claude-opus-4-8-vs-claude-opus-5)
- [Claude Opus 4.8 vs Qwen3.7 Max](/compare/claude-opus-4-8-vs-qwen3-7-max)
- [Qwen3.7 Max vs Claude Opus 4.5](/compare/claude-opus-4-5-vs-qwen3-7-max)
- [Claude Opus 4.5 vs Qwen3.5 397B](/compare/claude-opus-4-5-vs-qwen3-5-397b)