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reasoning benchmark

Finance Agent v2

Finance Agent v2 is an agentic financial-analysis benchmark from Vals that evaluates models on real-world finance workflows, measuring their ability to retrieve and reason over financial documents, perform multi-step calculations, and produce accurate analyses.

Updated Aug 7, 2026

Published models26
Registry coverage26
MetricScore
EvidenceB

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  • FAQ

Finance Agent v2 leaderboard

Sorted by the source-provided rank. Higher score is better according to the registry.

26 rows
Columns

Show columns

1GOGemini 3.5 FlashGoogle57.9%100.0%26BAug 7, 2026
2MEMuse Spark 1.1Meta57.2%96.0%26CAug 7, 2026
3ANClaude Fable 5Anthropic56.3%92.0%26BAug 7, 2026
4ANClaude Opus 4.8Anthropic53.9%88.0%26BAug 7, 2026
5OPGPT-5.5OpenAI51.8%84.0%26BAug 7, 2026
6ANClaude Opus 4.7Anthropic51.5%80.0%26BAug 7, 2026
7ANClaude Sonnet 4.6Anthropic51.0%76.0%26BAug 7, 2026
8ACQwen3.7 MaxAlibaba Cloud / Qwen Team48.4%72.0%26BAug 7, 2026
9MIMiniMax M3MiniMax48.3%68.0%26BAug 7, 2026
10OPGPT-5.4 miniOpenAI45.4%64.0%26BAug 7, 2026
11MAKimi K2.6Moonshot AI44.9%60.0%26BAug 7, 2026
12ZAGLM-5.1Zhipu AI44.8%56.0%26BAug 7, 2026
13GOGemini 3.1 ProGoogle43.0%52.0%26BAug 7, 2026
14GOGemini 3 FlashGoogle42.5%48.0%26BAug 7, 2026
15XIMiMo-V2.5-ProXiaomi41.5%44.0%26BAug 7, 2026
16ACQwen3.6 PlusAlibaba Cloud / Qwen Team40.8%40.0%26BAug 7, 2026
17OPGPT-5.4 nanoOpenAI38.2%36.0%26BAug 7, 2026
18ACQwen3.7-PlusAlibaba Cloud / Qwen Team38.2%32.0%26BAug 7, 2026
19XAGrok 4.3xAI37.7%28.0%26BAug 7, 2026
20NVNemotron 3 Ultra (550B A55B)NVIDIA37.5%24.0%26BAug 7, 2026
21XIMiMo-V2.5Xiaomi36.7%20.0%26BAug 7, 2026
22MAMistral Medium 3.5Mistral AI32.1%16.0%26BAug 7, 2026
23ANClaude Haiku 4.5Anthropic31.0%12.0%26BAug 7, 2026
24GOGemini 3.1 Flash-LiteGoogle30.0%8.0%26BAug 7, 2026
25XAGrok-4.20 Beta ReasoningxAI28.5%4.0%26BAug 7, 2026
26MIMiniMax M2.7MiniMax27.9%0.0%26BAug 7, 2026

Score distribution

Top published rows on the benchmark's original scale.

Finance Agent v2

Finance Agent v2 highlights

The top published results on this benchmark's own scale.

Rank #1Gemini 3.5 Flash57.9%Rank #2Muse Spark 1.157.2%Rank #3Claude Fable 556.3%Rank #4Claude Opus 4.853.9%

What is Finance Agent v2?

Definition and scoring fields from the benchmark registry.

Finance Agent v2 is an agentic financial-analysis benchmark from Vals that evaluates models on real-world finance workflows, measuring their ability to retrieve and reason over financial documents, perform multi-step calculations, and produce accurate analyses.

Scores are shown in ratio. The current registry marks this benchmark as not independently verified with evidence level B.

Family
Finance Agent v2
Modality
text
Primary category
reasoning
Score direction
higher
LLMBoard eligible
No
Evaluation key
finance-agent-v2|llm-stats-current

Source-native results are preserved. Eligibility for the overall LLMBoard score is a separate policy decision.

FAQ

Common questions about Finance Agent v2.

Which model scores highest on Finance Agent v2?

Gemini 3.5 Flash is currently ranked first with 57.9%.

What does Finance Agent v2 measure?

Finance Agent v2 is an agentic financial-analysis benchmark from Vals that evaluates models on real-world finance workflows, measuring their ability to retrieve and reason over financial documents, perform multi-step calculations, and produce accurate analyses.

Is a higher score better?

Yes. Higher values rank better for this benchmark.

How many models are compared?

26 unique published model results are currently shown.

Does this benchmark affect the overall score?

This benchmark is preserved as source-native evidence but is not eligible for the current overall score.

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