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multimodal benchmark

MIABench Leaderboard

MIABench evaluates multimodal instruction alignment and following capabilities.

Updated Aug 17, 2026

Models1
Model coverage1
MetricScore
EvidenceB

On this page

  • Ranking
  • Highlights
  • Top models
  • About
  • FAQ

MIABench Ranking

Higher score ranks better on this benchmark.

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Rank
Model
Score
Percentile
Participants
Evidence
Evaluated
Rank01ModelACQwen3 VL 235B A22B ThinkingAlibaba Cloud / Qwen TeamScore0.927 pointsPercentile100.0%Participants1EvidenceCEvaluatedAug 17, 2026

MIABench Highlights

The leading models and scores on this benchmark.

Rank #1Qwen3 VL 235B A22B Thinking0.927 points

The Top AI Models for MIABench

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

Ranking basisThis miabench 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 VL 235B A22B ThinkingAlibaba Cloud / Qwen Team
    Score
    0.927 points

    Strengths

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

    Considerations

    • This result measures MIABench, not total model capability

Selection summary

Best AI Models for MIABench

Qwen3 VL 235B A22B Thinking currently leads MIABench with 0.927 points. 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 VL 235B A22B Thinking0.927 points

What is MIABench?

What MIABench measures and how its scores work.

MIABench evaluates multimodal instruction alignment and following capabilities.

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

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

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

FAQ

Common questions about MIABench.

Which model scores highest on MIABench?

Qwen3 VL 235B A22B Thinking is currently ranked first with 0.927 points.

What does MIABench measure?

MIABench evaluates multimodal instruction alignment and following capabilities.

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.