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reasoning benchmark

Finance Agent v1.1 Leaderboard

Finance Agent v1.1 is an agentic financial-analysis benchmark for evaluating models on real-world finance workflows.

Updated Sep 5, 2026

Models2
Model coverage2
MetricScore
EvidenceB

On this page

  • Ranking
  • Highlights
  • Distribution
  • Top models
  • About
  • FAQ

Finance Agent v1.1 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 ProByteDanceScore60.70%Percentile100.00%Participants2EvidenceCEvaluatedSep 8, 2026
Rank02ModelBYSeed 2.1 TurboByteDanceScore56.00%Percentile0.00%Participants2EvidenceCEvaluatedSep 8, 2026

Finance Agent v1.1 Highlights

The leading models and scores on this benchmark.

Rank #1Seed 2.1 Pro60.70%Rank #2Seed 2.1 Turbo56.00%

Finance Agent v1.1 Score Distribution

A closer view of the leading scores on this benchmark.

Finance Agent v1.1

The Top AI Models for Finance Agent v1.1

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

What is Finance Agent v1.1?

What Finance Agent v1.1 measures and how its scores work.

Finance Agent v1.1 is a benchmark that evaluates models on financial-analysis workflows, including retrieving and reasoning over financial documents and performing multi-step calculations.

It measures Score, reported as a ratio.

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

Family
Finance Agent v1.1
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 Finance Agent v1.1.

Which model scores highest on Finance Agent v1.1?

Seed 2.1 Pro is currently ranked first with 60.70%.

What are the top three models on Finance Agent v1.1?

The current leaders are Seed 2.1 Pro (60.70%) and Seed 2.1 Turbo (56.00%).

Which Finance Agent v1.1 model has the lowest official input price?

No matched official input price is currently available.

Which models are fastest among Finance Agent v1.1 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 Finance Agent v1.1 measure?

It measures Score, 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 finance agent v1.1 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
    60.70%

    Strengths

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

    Considerations

    • This result measures Finance Agent v1.1, not total model capability
  2. 02
    BY
    Seed 2.1 TurboByteDance
    Score
    56.00%

    Strengths

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

    Considerations

    • This result measures Finance Agent v1.1, not total model capability

Selection summary

Best AI Models for Finance Agent v1.1

Seed 2.1 Pro currently leads Finance Agent v1.1 with 60.70%. 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 Pro60.70%
Benchmark rank #2Seed 2.1 Turbo56.00%