BlogLLM Benchmark Scores as Published, Side by Side
Finance Agent: Results as Published
Every result the catalog holds for Finance Agent: 47 models from 11 developers, read from 14 pages. Each number is as printed by the company named beside it; nothing is ranked or rescored. Models are listed by developer, newest first.
Area Knowledge WorkMaintainer Vals AIIntroduced 2025Data version 2026103001, as of 2026-10-30
Finance Agent tests AI agents on research tasks that a financial analyst would do, such as answering questions from recent SEC filings. The original version had 537 expert-written questions in nine task categories, and the agent is given search and EDGAR database access. Version 2 contains 927 expert-reviewed questions, and results are reported as partial credit or as all-pass, where a fully correct answer is required.
Vals Finance Agent v2
| Model | Value | Printed by | Setup as printed |
|---|---|---|---|
| GPT-6 AstraOpenAI, released 2026-09-03 | 53.5% | Google, Gemini 4 Argonchecked 2026-10-29; printed on 2 more pages | - |
| GPT-5.6 SolOpenAI, released 2026-07-09 | 53.8% | Google, Gemini 3.8 Flash model cardchecked 2026-10-15; printed on 1 more page | - |
| GPT-5.6 TerraOpenAI, released 2026-07-09 | 54.4% | Google, Gemini 3.8 Flash model cardchecked 2026-10-15 | - |
| GPT-5.5OpenAI, released 2026-04-23 | 51.8% | Anthropic, Claude Opus 4.8checked 2026-10-15; printed on 2 more pages | - |
| Claude Opus 5.5Anthropic, released 2026-09-22 | 58.6% | Google, Gemini 4 Argonchecked 2026-10-29; printed on 1 more page | - |
| Claude Fable 5.1Anthropic, released 2026-09-01 | 58.9% | Google, Gemini 4 Argonchecked 2026-10-29; printed on 1 more page | - |
| Claude Opus 5Anthropic, released 2026-07-24 | 58.6% | Google, Gemini 3.8 Flash model cardchecked 2026-10-15 | - |
| Claude Sonnet 5Anthropic, released 2026-06-30 | 53.9% | Google, Gemini 3.8 Flash model cardchecked 2026-10-15 | - |
| Claude Fable 5Anthropic, released 2026-06-09 | 56.3% | Moonshot AI, Kimi K3 model cardchecked 2026-10-15 | Effort: max; Fallback: w/ fallback |
| Claude Opus 4.8Anthropic, released 2026-05-28 | 53.9% | Anthropic, Claude Opus 4.8checked 2026-10-15; printed on 1 more page | - |
| Claude Opus 4.7Anthropic, released 2026-04-16 | 51.5% | Anthropic, Claude Opus 4.8checked 2026-10-15; printed on 1 more page | - |
| Claude Sonnet 4.6Anthropic, released 2026-02-17 | 51% | Google, Gemini 3.5 Flash model cardchecked 2026-10-15 | - |
| Gemini 4 ArgonGoogle, released 2026-09-30 | 65.4% | Google, Gemini 4 Argonchecked 2026-10-29 | - |
| Gemini 3.8 FlashGoogle, released 2026-09-02 | 61.4% | Google, Gemini 3.8 Flash model cardchecked 2026-10-15 | - |
| Gemini 3.7 FlashGoogle, released 2026-08-13 | 59% | Google, Gemini 3.8 Flash model cardchecked 2026-10-15 | - |
| Gemini 3.5 FlashGoogle, released 2026-05-19 | 57.9% | Google, Gemini 3.5 Flash model cardchecked 2026-10-15; printed on 1 more page | - |
| Gemini 3.1 Pro PreviewGoogle, released 2026-02-19 | 43% | Google, Gemini 3.5 Flash model cardchecked 2026-10-15; printed on 1 more page | - |
| Gemini 3 FlashGoogle, released 2025-12-17 | 42.6% | Google, Gemini 3.5 Flash model cardchecked 2026-10-15 | - |
| Muse WonderMeta, released 2026-10-12 | 56.6% | Meta, Meta Muse Wonder model cardchecked 2026-10-19 | Effort: max |
| Muse Wonder FullMeta, released 2026-10-12 | 59.1% | Meta, Meta Muse Wonder model cardchecked 2026-10-19 | Effort: max |
| DeepSeek-V4-Pro-0813DeepSeek | 50.4% | Mistral AI, Mistral Large 4 (preview)checked 2026-10-15 | - |
| Qwen3.8-MaxAlibaba, released 2026-08-03 | 50.6% | Mistral AI, Mistral Large 4 (preview)checked 2026-10-15 | - |
| Kimi K3Moonshot AI, released 2026-07-16 | 54.4% | Moonshot AI, Kimi K3 model cardchecked 2026-10-15; printed on 1 more page | Effort: max |
| GLM-5.3Z.ai, released 2026-08-18 | 55.8% | Mistral AI, Mistral Large 4 (preview)checked 2026-10-15 | - |
| GLM-5.2Z.ai, released 2026-06-16 | 49.7% | Mistral AI, Mistral Large 4 (preview)checked 2026-10-15; printed on 1 more page | - |
| Mistral Large 4 (preview)Mistral AI, released 2026-10-06 | 54.7% | Mistral AI, Mistral Large 4 (preview)checked 2026-10-15 | - |
| Mistral Medium 3.5Mistral AI, released 2026-05-22 | 32.1% | Mistral AI, Mistral Large 4 (preview)checked 2026-10-15 | - |
Vals Finance Agent v1.1
| Model | Value | Printed by | Setup as printed |
|---|---|---|---|
| GPT-5.5OpenAI, released 2026-04-23 | 60% | OpenAI, Introducing GPT-5.5checked 2026-10-15 | Effort: xhigh |
| GPT-5.4OpenAI, released 2026-03-05 | 56% | OpenAI, Introducing GPT-5.4checked 2026-10-15; printed on 1 more page | Effort: xhigh |
| GPT-5.4 ProOpenAI, released 2026-03-05 | 61.5% | OpenAI, Introducing GPT-5.4checked 2026-10-15; printed on 2 more pages | Effort: xhigh |
| GPT-5.3-CodexOpenAI, released 2026-02-05 | 54% | OpenAI, Introducing GPT-5.4checked 2026-10-15 | Effort: xhigh |
| GPT-5.2OpenAI, released 2025-12-11 | 59.5% | OpenAI, Introducing GPT-5.4checked 2026-10-15; printed on 1 more page | Effort: xhigh |
| Claude Opus 4.7Anthropic, released 2026-04-16 | 64.4% | Anthropic, Claude Opus 4.7checked 2026-10-15; printed on 1 more page | - |
| Claude Sonnet 4.6Anthropic, released 2026-02-17 | 63.3% | Anthropic, Claude Sonnet 4.6checked 2026-10-15 | - |
| Claude Opus 4.6Anthropic, released 2026-02-05 | 60.1% | Anthropic, Claude Opus 4.7checked 2026-10-15; printed on 1 more page | - |
| Claude Opus 4.5Anthropic, released 2025-11-24 | 58.8% | Anthropic, Claude Sonnet 4.6checked 2026-10-15 | - |
| Claude Sonnet 4.5Anthropic, released 2025-09-29 | 54.5% | Anthropic, Claude Sonnet 4.6checked 2026-10-15 | - |
| Gemini 3.1 Pro PreviewGoogle, released 2026-02-19 | 59.7% | Anthropic, Claude Opus 4.7checked 2026-10-15; printed on 1 more page | - |
| Gemini 3 ProGoogle, released 2025-11-18 | 55.2% | Anthropic, Claude Sonnet 4.6checked 2026-10-15 | - |
| DeepSeek-V4-Flash (Preview)DeepSeek, released 2026-04-24 | 60.1% | NVIDIA, NVIDIA Nemotron 3 Ultra 550B-A55B model cardchecked 2026-10-15 | Tools: web search |
| 58.4% | NVIDIA, NVIDIA Nemotron 3 Ultra 550B-A55B model cardchecked 2026-10-15 | Tools: none | |
| DeepSeek-V4-Pro (Preview)DeepSeek, released 2026-04-24 | 58.9% | NVIDIA, NVIDIA Nemotron 3 Ultra 550B-A55B model cardchecked 2026-10-15 | Tools: none |
| 62.3% | NVIDIA, NVIDIA Nemotron 3 Ultra 550B-A55B model cardchecked 2026-10-15 | Tools: web search | |
| Qwen3.5-397B-A17BAlibaba, released 2026-02-16 | 61.3% | NVIDIA, NVIDIA Nemotron 3 Ultra 550B-A55B model cardchecked 2026-10-15 | Tools: none |
| 59% | NVIDIA, NVIDIA Nemotron 3 Ultra 550B-A55B model cardchecked 2026-10-15 | Tools: web search | |
| Kimi K2.6Moonshot AI, released 2026-04-20 | 54% | NVIDIA, NVIDIA Nemotron 3 Ultra 550B-A55B model cardchecked 2026-10-15 | Tools: none |
| 58.8% | NVIDIA, NVIDIA Nemotron 3 Ultra 550B-A55B model cardchecked 2026-10-15 | Tools: web search | |
| GLM-5.1Z.ai, released 2026-04-07 | 60.7% | NVIDIA, NVIDIA Nemotron 3 Ultra 550B-A55B model cardchecked 2026-10-15 | Tools: web search |
| 60.2% | NVIDIA, NVIDIA Nemotron 3 Ultra 550B-A55B model cardchecked 2026-10-15 | Tools: none | |
| MiniMax M2.7MiniMax, released 2026-03-18 | 50.5% | NVIDIA, NVIDIA Nemotron 3 Ultra 550B-A55B model cardchecked 2026-10-15 | Tools: web search |
| 51.3% | NVIDIA, NVIDIA Nemotron 3 Ultra 550B-A55B model cardchecked 2026-10-15 | Tools: none | |
| Nemotron 3 UltraNVIDIA, released 2026-06-04 | 60.1% | NVIDIA, NVIDIA Nemotron 3 Ultra 550B-A55B model cardchecked 2026-10-15 | Tools: none |
| 53.7% | NVIDIA, NVIDIA Nemotron 3 Ultra 550B-A55B model cardchecked 2026-10-15 | Tools: web search |
Vals Finance Agent (version not stated)
| Model | Value | Printed by | Setup as printed |
|---|---|---|---|
| GPT-5.1OpenAI, released 2025-11-12 | 56.6% | Anthropic, Claude Opus 4.6checked 2026-10-15 | - |
| GPT-5OpenAI, released 2025-08-07 | 46.9% | Anthropic, Claude Sonnet 4.5checked 2026-10-15 | - |
| Claude Opus 4.6Anthropic, released 2026-02-05 | 60.7% | Anthropic, Claude Opus 4.6checked 2026-10-15 | - |
| Claude Opus 4.5Anthropic, released 2025-11-24 | 55.9% | Anthropic, Claude Opus 4.6checked 2026-10-15 | - |
| Claude Sonnet 4.5Anthropic, released 2025-09-29 | 55.3% | Anthropic, Claude Sonnet 4.5checked 2026-10-15; printed on 1 more page | Effort: extended thinking (up to 64K) |
| Claude Opus 4.1Anthropic, released 2025-08-05 | 50.9% | Anthropic, Claude Sonnet 4.5checked 2026-10-15 | Effort: extended thinking (up to 64K) |
| Claude Sonnet 4Anthropic, released 2025-05-22 | 44.5% | Anthropic, Claude Sonnet 4.5checked 2026-10-15 | Effort: extended thinking (up to 64K) |
| Gemini 3 ProGoogle, released 2025-11-18 | 44.1% | Anthropic, Claude Opus 4.6checked 2026-10-15 | - |
| Gemini 2.5 ProGoogle, released 2025-03-25 | 29.4% | Anthropic, Claude Sonnet 4.5checked 2026-10-15 | - |
Every number here is read from the same catalog file as the benchmark table, data version 2026103001, and is the number the table shows for that model and test. Where one page printed a model under several setups, each value is listed. The catalog is public in armanobosyan/sugra-llm-benchmarks; a wrong number can be reported from the table, with Report an error under the value, or as an issue in that repository.