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legal benchmark

GDPval-AA Leaderboard

GDPval-AA evaluates AI agents on economically valuable professional knowledge-work tasks and reports performance as an Elo score.

Updated Oct 23, 2026

Models17
Model coverage17
MetricScore
EvidenceB

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GDPval-AA Ranking

Higher score ranks better on this benchmark.

17 rows
Columns

Show columns

Sort by
Rank
Model
Score
Percentile
Participants
Evidence
Evaluated
Rank01ModelANClaude Fable 5.1AnthropicScore1,853.00 pointsPercentile100.00%Participants17EvidenceCEvaluatedOct 22, 2026
Rank02ModelZAGLM-5.3-FlashZhipu AIScore1,773.00 pointsPercentile93.75%Participants17EvidenceCEvaluatedOct 22, 2026
Rank03ModelZAGLM-5.3Zhipu AIScore1,769.00 pointsPercentile87.50%Participants17EvidenceCEvaluatedOct 22, 2026
Rank04ModelMEMuse Spark 1.3MetaScore1,754.00 pointsPercentile81.25%Participants17EvidenceCEvaluatedOct 22, 2026
Rank05ModelXAGrok 4.6xAIScore1,753.00 pointsPercentile75.00%Participants17EvidenceCEvaluatedOct 22, 2026
Rank06ModelTEHy4 previewTencentScore1,678.00 pointsPercentile68.75%Participants17EvidenceCEvaluatedOct 22, 2026
Rank07ModelSAAtria Dawn PreviewShanghai AI LaboratoryScore1,583.00 pointsPercentile62.50%Participants17EvidenceCEvaluatedOct 12, 2026
Rank08ModelGOGemini 3.8 FlashGoogleScore1,545.00 pointsPercentile56.25%Participants17EvidenceCEvaluatedOct 22, 2026
Rank09ModelGOGemini 3.7 FlashGoogleScore1,525.00 pointsPercentile50.00%Participants17EvidenceCEvaluatedOct 22, 2026
Rank10ModelMEMuse Spark OpenMetaScore1,401.00 pointsPercentile43.75%Participants17EvidenceCEvaluatedOct 22, 2026
Rank11ModelTMInkling-SmallThinking Machines LabScore1,269.00 pointsPercentile37.50%Participants17EvidenceCEvaluatedOct 22, 2026
Rank12ModelTMInklingThinking Machines LabScore1,238.00 pointsPercentile31.25%Participants17EvidenceCEvaluatedOct 22, 2026
Rank13ModelINMercury 3InceptionScore1,237.20 pointsPercentile25.00%Participants17EvidenceCEvaluatedOct 22, 2026
Rank14ModelNVNemotron 3.5 Super VL (120B A12B)NVIDIAScore1,211.00 pointsPercentile18.75%Participants17EvidenceCEvaluatedOct 22, 2026
Rank15ModelINLing 3.0 FlashInclusionaiScore1,107.00 pointsPercentile12.50%Participants17EvidenceCEvaluatedOct 22, 2026
Rank16ModelMEMuse Glimmer-30BMetaScore953.00 pointsPercentile6.25%Participants17EvidenceCEvaluatedOct 22, 2026
Rank17ModelNVNemotron Labs Dory 1.0 (4B)NVIDIAScore946.00 pointsPercentile0.00%Participants17EvidenceCEvaluatedOct 22, 2026

GDPval-AA Highlights

The leading models and scores on this benchmark.

GDPval-AA Score Distribution

A closer view of the leading scores on this benchmark.

GDPval-AA

The Top AI Models for GDPval-AA

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

What is GDPval-AA?

What GDPval-AA measures and how its scores work.

GDPval-AA is a benchmark for evaluating AI agents on economically valuable professional knowledge-work tasks.

It measures performance using the Score metric, reported as an Elo score in points.

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

Family
GDPval-AA
Modality
text
Primary category
legal
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 GDPval-AA.

Which model scores highest on GDPval-AA?

Claude Fable 5.1 is currently ranked first with 1,853.00 points.

What are the top three models on GDPval-AA?

The current leaders are Claude Fable 5.1 (1,853.00 points), GLM-5.3-Flash (1,773.00 points), and GLM-5.3 (1,769.00 points).

Which GDPval-AA model has the lowest official input price?

Mercury 3 has the lowest matched official input price at $0.10 input / $0.35 output per 1M tokens.

Which models are fastest among GDPval-AA results?

The fastest matched records are Mercury 3 (1,068.00 tok/s via Inception), Gemini 3.7 Flash (409.96 tok/s via Google), and Gemini 3.8 Flash (55.66 tok/s via Google).

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 GDPval-AA measure?

It measures performance using the Score metric, reported as an Elo score in points.

Is a higher score better?

Yes. Higher values rank better for this benchmark.

How many models are compared?

17 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.

Rank #1Claude Fable 5.11,853.00 points
Rank #2GLM-5.3-Flash1,773.00 points
Rank #3GLM-5.31,769.00 points
Rank #4Muse Spark 1.31,754.00 points

Ranking basisThis gdpval-aa 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
    AN
    Claude Fable 5.1Anthropic
    Score
    1,853.00 points
    Price
    $10 input / $50 output per 1M tokens

    Strengths

    • Ranks #1 of 17 compared models
    • 100th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures GDPval-AA, not total model capability
  2. 02
    ZA
    GLM-5.3-FlashZhipu AI
    Score
    1,773.00 points
    Price
    $0.12 input / $0.42 output per 1M tokens
    Speed
    Up to 44.69 tok/s via FriendliAI

    Strengths

    • Ranks #2 of 17 compared models
    • 94th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures GDPval-AA, not total model capability
  3. 03
    ZA
    Zhipu AI
    Score
    1,769.00 points
    Price
    $1.2 input / $4.2 output per 1M tokens

    Strengths

    • Ranks #3 of 17 compared models
    • 88th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures GDPval-AA, not total model capability
  4. 04
    ME
    Meta
    Score
    1,754.00 points
    Price
    $1.3 input / $4.3 output per 1M tokens

    Strengths

    • Ranks #4 of 17 compared models
    • 81th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures GDPval-AA, not total model capability
  5. 05
    XA
    xAI
    Score
    1,753.00 points
    Price
    $2.0 input / $6.0 output per 1M tokens

    Strengths

    • Ranks #5 of 17 compared models
    • 75th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures GDPval-AA, not total model capability

Selection summary

Best AI Models for GDPval-AA

Claude Fable 5.1 currently leads GDPval-AA with 1,853.00 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.

GLM-5.3
Muse Spark 1.3
Grok 4.6
Benchmark rank #1Claude Fable 5.11,853.00 points · $10 input / $50 output per 1M tokens
Benchmark rank #2GLM-5.3-Flash1,773.00 points · $0.12 input / $0.42 output per 1M tokens
Benchmark rank #3GLM-5.31,769.00 points · $1.2 input / $4.2 output per 1M tokens