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BenchLM

INCLUDE

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

Data verified 29 confirmed releases in the last 30 daysStart free brief

Benchmark score on INCLUDE — August 18, 2026

BenchLM mirrors the published score view for INCLUDE. Claude Opus 5 leads the public snapshot at 89.8% , followed by Claude Opus 4.8 (87.6%) and Qwen3.7 Max (86.2%). We do not use these results to rank models overall.

1Closed

Claude Opus 5

Anthropic

89.8%
Overall 83.07
2Closed

Claude Opus 4.8

Anthropic

87.6%
Overall 76.58Context 1M
3Closed

Qwen3.7 Max

Alibaba

86.2%
Overall 71.6Context 1M
4 modelsMultilingualCurrentDisplay onlyUpdated August 18, 2026

Benchmark score table (4 models)

Score
1
Claude Opus 5Anthropic · Closed
89.8%
2
Claude Opus 4.8Anthropic · Closed
87.6%
3
Qwen3.7 MaxAlibaba · Closed
86.2%
4
Qwen3.7 PlusAlibaba · Closed
83.0%

The published INCLUDE snapshot places Claude Opus 5 first at 89.8%. The third row is 3.6 points behind. The broader top-10 range is 6.8 points, so many of the published results sit in a relatively narrow band.

4 models have been evaluated on INCLUDE. The benchmark falls in the Multilingual category. This category carries a 7% weight in BenchLM.ai's overall scoring system. INCLUDE is currently displayed for reference but excluded from the scoring formula, so it does not directly affect overall rankings.

About INCLUDE

Year

2026

Tasks

Cross-lingual understanding

Format

Multilingual benchmark

Difficulty

Broad multilingual capability

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.

Qwen3.6 launch benchmarks

BenchLM freshness & provenance

Version

INCLUDE 2026

Refresh cadence

Quarterly

Staleness state

Current

Question availability

Public benchmark set

CurrentDisplay only

BenchLM uses freshness metadata to decide whether a benchmark should still be treated as a strong differentiator, a benchmark to watch, or a display-only reference. For the full scoring policy, see the BenchLM methodology page.

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?

4 AI models have been evaluated on INCLUDE on BenchLM.

Compare Top Models on INCLUDE

Claude Opus 5 vs Claude Opus 4.8Claude Opus 4.8 vs Qwen3.7 MaxQwen3.7 Max vs Qwen3.7 Plus
Last updated: August 18, 2026 · BenchLM version INCLUDE 2026

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