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agents benchmark

SeedClawBench Leaderboard

SeedClawBench is an agentic coding benchmark measuring overall model performance on real-world, tool-using software development tasks.

Updated Sep 5, 2026

Models2
Model coverage2
MetricScore
EvidenceB

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  • Ranking
  • Highlights
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  • FAQ

SeedClawBench 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 ProByteDanceScore66.60%Percentile100.00%Participants2EvidenceCEvaluatedSep 8, 2026
Rank02ModelBYSeed 2.1 TurboByteDanceScore63.80%Percentile0.00%Participants2EvidenceCEvaluatedSep 8, 2026

SeedClawBench Highlights

The leading models and scores on this benchmark.

Rank #1Seed 2.1 Pro66.60%Rank #2Seed 2.1 Turbo63.80%

SeedClawBench Score Distribution

A closer view of the leading scores on this benchmark.

SeedClawBench

The Top AI Models for SeedClawBench

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

What is SeedClawBench?

What SeedClawBench measures and how its scores work.

SeedClawBench is an agentic coding benchmark for real-world, tool-using software development tasks.

It measures overall model performance, reported as a Score ratio.

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

Family
SeedClawBench
Modality
text
Primary category
agents
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 SeedClawBench.

Which model scores highest on SeedClawBench?

Seed 2.1 Pro is currently ranked first with 66.60%.

What are the top three models on SeedClawBench?

The current leaders are Seed 2.1 Pro (66.60%) and Seed 2.1 Turbo (63.80%).

Which SeedClawBench model has the lowest official input price?

No matched official input price is currently available.

Which models are fastest among SeedClawBench 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 SeedClawBench measure?

It measures overall model performance, reported as a Score 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 seedclawbench 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
    66.60%

    Strengths

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

    Considerations

    • This result measures SeedClawBench, not total model capability
  2. 02
    BY
    Seed 2.1 TurboByteDance
    Score
    63.80%

    Strengths

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

    Considerations

    • This result measures SeedClawBench, not total model capability

Selection summary

Best AI Models for SeedClawBench

Seed 2.1 Pro currently leads SeedClawBench with 66.60%. 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 Pro66.60%
Benchmark rank #2Seed 2.1 Turbo63.80%