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reasoning benchmark

ArcAGI2 Leaderboard

ArcAGI2 is a second-generation Abstraction and Reasoning Corpus benchmark for fluid, general reasoning and abstraction.

Updated Sep 5, 2026

Models2
Model coverage2
MetricScore
EvidenceB

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ArcAGI2 Ranking

Higher score ranks better on this benchmark.

2 rows
Columns

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Sort by
Rank
Model
Score
Percentile
Participants
Evidence
Evaluated
Rank01ModelBYSeed 2.1 ProByteDanceScore62.50%Percentile100.00%Participants2EvidenceCEvaluatedSep 8, 2026
Rank02ModelBYSeed 2.1 TurboByteDanceScore61.30%Percentile0.00%Participants2EvidenceCEvaluatedSep 8, 2026

ArcAGI2 Highlights

The leading models and scores on this benchmark.

Rank #1Seed 2.1 Pro62.50%Rank #2Seed 2.1 Turbo61.30%

ArcAGI2 Score Distribution

A closer view of the leading scores on this benchmark.

ArcAGI2

The Top AI Models for ArcAGI2

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

What is ArcAGI2?

What ArcAGI2 measures and how its scores work.

ArcAGI2 is a second-generation Abstraction and Reasoning Corpus benchmark.

It measures fluid, general reasoning and abstraction using the Score metric, reported as a ratio.

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

Family
ArcAGI2
Modality
text
Primary category
reasoning
Score direction
higher
LLMBoard eligible
No
Evaluation key
overall

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

FAQ

Common questions about ArcAGI2.

Which model scores highest on ArcAGI2?

Seed 2.1 Pro is currently ranked first with 62.50%.

What are the top three models on ArcAGI2?

The current leaders are Seed 2.1 Pro (62.50%) and Seed 2.1 Turbo (61.30%).

Which ArcAGI2 model has the lowest official input price?

No matched official input price is currently available.

Which models are fastest among ArcAGI2 results?

No matched runtime record is currently available.

Does the highest score result prove overall model quality?

No. This benchmark measures one defined capability or task. The overall LLMBoard score uses a separate aggregation across eligible benchmark evidence.

What does ArcAGI2 measure?

It measures fluid, general reasoning and abstraction using the Score metric, reported as a ratio.

Is a higher score better?

Yes. Higher values rank better for this benchmark.

How many models are compared?

2 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.

Ranking basisThis arcagi2 AI model leaderboard uses descending score in the benchmark original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.

  1. 01
    BY
    Seed 2.1 ProByteDance
    Score
    62.50%

    Strengths

    • Ranks #1 of 2 compared models
    • 100th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures ArcAGI2, not total model capability
  2. 02
    BY
    Seed 2.1 TurboByteDance
    Score
    61.30%

    Strengths

    • Ranks #2 of 2 compared models
    • 0th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures ArcAGI2, not total model capability

Selection summary

Best AI Models for ArcAGI2

Seed 2.1 Pro currently leads ArcAGI2 with 62.50%. 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 #1Seed 2.1 Pro62.50%
Benchmark rank #2Seed 2.1 Turbo61.30%