reasoning benchmark
Finance Agent v1.1 Leaderboard
Finance Agent v1.1 is an agentic financial-analysis benchmark that evaluates models on real-world finance workflows, including retrieving and reasoning over financial documents and performing multi-step calculations.
Updated Aug 17, 2026
Models2
Model coverage2
MetricScore
EvidenceB
Finance Agent v1.1 Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelBY | Score60.7% | Percentile100.0% | Participants2 | EvidenceC | Evaluated |
| Rank02 | ModelBY | Score56.0% | Percentile0.0% | Participants2 | EvidenceC | Evaluated |
Finance Agent v1.1 Highlights
The leading models and scores on this benchmark.
Finance Agent v1.1 Score Distribution
A closer view of the leading scores on this benchmark.
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.
Ranking basisThis finance agent v1.1 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.
- 01BYSeed 2.1 ProByteDance
- Score
- 60.7%
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
- 02BYSeed 2.1 TurboByteDance
- Score
- 56.0%
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 60.7%. 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.
What is Finance Agent v1.1?
What Finance Agent v1.1 measures and how its scores work.
Finance Agent v1.1 is an agentic financial-analysis benchmark that evaluates models on real-world finance workflows, including retrieving and reasoning over financial documents and performing multi-step calculations.
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
- finance-agent-v1.1|llm-stats-current
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 60.7%.
What does Finance Agent v1.1 measure?
Finance Agent v1.1 is an agentic financial-analysis benchmark that evaluates models on real-world finance workflows, including retrieving and reasoning over financial documents and performing multi-step calculations.
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.