Vals Finance Agent
Vals AI / Professional work · Everyday financial-analyst tasks assess research reports, modeling, and related work.
What it measures and how
Only official Finance Agent v2 Overall accuracy is used.
How this evidence is used
Receives 3% of the professional-task budget. Tests finance directly without claiming all-industry coverage.
Evaluation results
Fixed rules select one representative configuration per public model. Anonymous test models are omitted. Original ranks are retained, with up to 30 models per evaluation.
| Source rank | Source model name | Raw result | Representative configuration |
|---|---|---|---|
| 1 | google/gemini-4-argongoogle | 65.4% | High reasoning |
| 2 | google/gemini-3.8-flashGoogle | 61.4% | High reasoning |
| 3 | meta/muse_spark_1_2Meta | 60.6% | xHigh reasoning |
| 4 | meta/muse_spark_1_3_maxMeta | 60.0% | Max reasoning |
| 5 | google/gemini-3.7-flashGoogle | 59.0% | High reasoning |
| 7 | anthropic/claude-fable-5-1Anthropic | 58.9% | Max reasoning |
| 8 | anthropic/claude-opus-5Anthropic | 58.6% | Max reasoning |
| 9 | anthropic/claude-opus-5-5Anthropic | 58.6% | Max reasoning |
| 10 | anthropic/claude-sonnet-5-5anthropic | 58.1% | Max reasoning |
| 11 | google/gemini-3.5-flashGoogle | 57.9% | High reasoning |
| 12 | zai/glm-5.3-flashZ.ai | 57.9% | Max reasoning |
| 13 | xiaomi/mimo-v2.6-proXiaomi | 57.3% | Source default |
| 14 | meta/muse_spark_1_1Meta | 57.2% | xHigh reasoning |
| 15 | anthropic/claude-fable-5Anthropic | 56.3% | Max reasoning |
| 16 | google/gemini-3.6-flashGoogle | 56.3% | High reasoning |
| 17 | xiaomi/mimo-v2.6-flashXiaomi | 56.3% | Source default |
| 18 | zai/glm-5.3Z.ai | 55.8% | Max reasoning |
| 19 | tencent/hy4-previewTencent | 55.1% | Source default |
| 20 | openai/gpt-5.6-lunaOpenAI | 55.0% | Max reasoning |
| 21 | ant/ling-3.0-flash-af-rc3Ant | 54.9% | Source default |
| 22 | openai/gpt-5.6-terraOpenAI | 54.4% | Max reasoning |
| 23 | kimi/kimi-k3Moonshot AI | 54.4% | Source default |
| 24 | anthropic/claude-opus-4-8Anthropic | 53.9% | Max reasoning |
| 25 | anthropic/claude-sonnet-5Anthropic | 53.9% | Max reasoning |
| 26 | openai/gpt-5.6-solOpenAI | 53.8% | Max reasoning |
| 27 | grok/grok-4.6xAI | 53.7% | High reasoning |
| 28 | openai/gpt-6-astraOpenAI | 53.5% | Max reasoning |
| 29 | deepseek/deepseek-v4.1-flashDeepSeek | 53.5% | High reasoning |
| 30 | grok/grok-4.7xAI | 52.3% | xHigh reasoning |
| 31 | openai/gpt-6.1-solopenai | 52.0% | Max reasoning |
Evaluation limits & attribution
Private questions prevent task-level reproduction. Shares a budget with APEX as office-task evidence.
Data license: Official results are public. Redisplay retains attribution; full redistribution remains subject to Vals terms.
Results are published by Vals AI. Original scores and the NexGateHub consensus index use different scales and cannot be added directly.