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multimodal benchmark

HiPhO Leaderboard

HiPhO is a high-school physics olympiad benchmark evaluating multimodal reasoning over physics problems that include diagrams and figures.

Updated Aug 17, 2026

Models1
Model coverage1
MetricScore
EvidenceB

On this page

  • Ranking
  • Highlights
  • Top models
  • About
  • FAQ

HiPhO Ranking

Higher score ranks better on this benchmark.

1 rows
Columns

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Rank
Model
Score
Percentile
Participants
Evidence
Evaluated
Rank01ModelACQwen3.7-PlusAlibaba Cloud / Qwen TeamScore84.1%Percentile100.0%Participants1EvidenceCEvaluatedAug 17, 2026

HiPhO Highlights

The leading models and scores on this benchmark.

Rank #1Qwen3.7-Plus84.1%

The Top AI Models for HiPhO

The first five results on this benchmark, with official price and output speed added where the model identity can be matched.

Ranking basisThis hipho AI model leaderboard uses descending score in the benchmark's original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.

  1. 01
    AC
    Qwen3.7-PlusAlibaba Cloud / Qwen Team
    Score
    84.1%
    Price
    $0.50 input / $3.0 output per 1M tokens

    Strengths

    • Ranks #1 of 1 compared models
    • 100th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures HiPhO, not total model capability

Selection summary

Best AI Models for HiPhO

Qwen3.7-Plus currently leads HiPhO with 84.1%. It is the top model on this specific benchmark, while the best LLM for the broader task should also be checked against other benchmarks, price and runtime.

Use this leaderboard with the supporting benchmark results and coverage details above. A leaderboard position summarizes the selected ranking signal; it does not replace workload-specific testing.

Benchmark rank #1Qwen3.7-Plus84.1% · $0.50 input / $3.0 output per 1M tokens

What is HiPhO?

What HiPhO measures and how its scores work.

HiPhO is a high-school physics olympiad benchmark evaluating multimodal reasoning over physics problems that include diagrams and figures.

Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.

Family
HiPhO
Modality
multimodal
Primary category
multimodal
Score direction
higher
LLMBoard eligible
No
Evaluation key
hipho|llm-stats-current

Benchmark scores retain their original unit. Overall score eligibility is shown separately.

FAQ

Common questions about HiPhO.

Which model scores highest on HiPhO?

Qwen3.7-Plus is currently ranked first with 84.1%.

What does HiPhO measure?

HiPhO is a high-school physics olympiad benchmark evaluating multimodal reasoning over physics problems that include diagrams and figures.

Is a higher score better?

Yes. Higher values rank better for this benchmark.

How many models are compared?

1 model results are currently shown.

Does this benchmark affect the overall score?

No. This benchmark is shown for reference but does not contribute to the overall score.