reasoning benchmark
Finance Agent Leaderboard
Finance Agent is a benchmark for evaluating AI models on agentic financial analysis tasks, testing their ability to process financial data, perform calculations, and generate accurate analyses across various financial domains.
Updated Aug 17, 2026
Models8
Model coverage8
MetricScore
EvidenceB
Finance Agent Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelAN | Score64.4% | Percentile100.0% | Participants8 | EvidenceC | Evaluated |
| Rank02 | ModelAN | Score63.3% | Percentile85.7% | Participants8 | EvidenceC | Evaluated |
| Rank03 | ModelAN | Score60.7% | Percentile71.4% | Participants8 | EvidenceC | Evaluated |
| Rank04 | ModelOP | Score60.0% | Percentile57.1% | Participants8 | EvidenceC | Evaluated |
| Rank05 | ModelGO | Score57.9% | Percentile42.9% | Participants8 | EvidenceC | Evaluated |
| Rank06 | ModelOP | Score56.0% | Percentile28.6% | Participants8 | EvidenceC | Evaluated |
| Rank07 | ModelAN | Score53.9% | Percentile14.3% | Participants8 | EvidenceC | Evaluated |
| Rank08 | ModelNV | Score53.7% | Percentile0.0% | Participants8 | EvidenceC | Evaluated |
Finance Agent Highlights
The leading models and scores on this benchmark.
Finance Agent Score Distribution
A closer view of the leading scores on this benchmark.
The Top AI Models for Finance Agent
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 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.
- 01ANClaude Opus 4.7Anthropic
- Score
- 64.4%
- Price
- $5.0 input / $25 output per 1M tokens
- Speed
- Up to 42 tok/s via Anthropic
Strengths
- Ranks #1 of 8 compared models
- 100th percentile on this benchmark
- C evidence result
Considerations
- This result measures Finance Agent, not total model capability
- 02ANClaude Sonnet 4.6Anthropic
- Score
- 63.3%
- Price
- $3.0 input / $15 output per 1M tokens
- Speed
- Up to 15 tok/s via Anthropic
Strengths
- Ranks #2 of 8 compared models
- 86th percentile on this benchmark
- C evidence result
Considerations
- This result measures Finance Agent, not total model capability
- 03ANClaude Opus 4.6Anthropic
- Score
- 60.7%
- Price
- $5.0 input / $25 output per 1M tokens
- Speed
- Up to 17 tok/s via Anthropic
Strengths
- Ranks #3 of 8 compared models
- 71th percentile on this benchmark
- C evidence result
Considerations
- This result measures Finance Agent, not total model capability
- 04OPGPT-5.5OpenAI
- Score
- 60.0%
- Price
- $5.0 input / $30 output per 1M tokens
Strengths
- Ranks #4 of 8 compared models
- 57th percentile on this benchmark
- C evidence result
Considerations
- This result measures Finance Agent, not total model capability
- 05GOGemini 3.5 FlashGoogle
- Score
- 57.9%
- Price
- $1.5 input / $9.0 output per 1M tokens
- Speed
- Up to 1.2 tok/s via Google
Strengths
- Ranks #5 of 8 compared models
- 43th percentile on this benchmark
- C evidence result
Considerations
- This result measures Finance Agent, not total model capability
Selection summary
Best AI Models for Finance Agent
Claude Opus 4.7 currently leads Finance Agent with 64.4%. 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?
What Finance Agent measures and how its scores work.
Finance Agent is a benchmark for evaluating AI models on agentic financial analysis tasks, testing their ability to process financial data, perform calculations, and generate accurate analyses across various financial domains.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- Finance Agent
- Modality
- text
- Primary category
- reasoning
- Score direction
- higher
- LLMBoard eligible
- Yes
- Evaluation key
- finance-agent|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about Finance Agent.
Which model scores highest on Finance Agent?
Claude Opus 4.7 is currently ranked first with 64.4%.
What does Finance Agent measure?
Finance Agent is a benchmark for evaluating AI models on agentic financial analysis tasks, testing their ability to process financial data, perform calculations, and generate accurate analyses across various financial domains.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
8 model results are currently shown.
Does this benchmark affect the overall score?
Yes. This benchmark can contribute to the current LLMBoard capability score.