Benchmark profile
INCLUDE
A multilingual benchmark used in provider tables to measure inclusive language coverage and cross-lingual understanding beyond common high-resource languages.
Data verifiedBenchmark score on INCLUDE — July 23, 2026
BenchLM mirrors the published score view for INCLUDE. Claude Opus 4.8 leads the public snapshot at 87.6% , followed by Qwen3.7 Max (86.2%) and Qwen3.7 Plus (83.0%). BenchLM does not use these results to rank models overall.
Claude Opus 4.8
Anthropic
claude-opus-4-8
Qwen3.7 Max
Alibaba
qwen3-7-max
Qwen3.7 Plus
Alibaba
qwen3-7-plus
Benchmark score table (3 models)
ScoreThe published INCLUDE snapshot places Claude Opus 4.8 first at 87.6%. The third row is 4.6 points behind. The broader top-10 range is 4.6 points, so many of the published results sit in a relatively narrow band.
3 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.
BenchLM freshness & provenance
Version
INCLUDE 2026
Refresh cadence
Quarterly
Staleness state
Current
Question availability
Public benchmark set
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 4.8 by Anthropic currently leads with a score of 87.6% on INCLUDE.
How many models are evaluated on INCLUDE?
3 AI models have been evaluated on INCLUDE on BenchLM.
Compare Top Models on INCLUDE
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