2026-10-20UPDATEPlatform updated: 52 models tracked across 42 independent benchmarks including CorpFin • 2026-10-20BENCHCorpFin added to benchmark suite — long credit agreement comprehension evaluations live • 2026-10-19MODELClaude Sonnet 5.5 and Opus 5.5 achieve 75.9% and 75.8% on Excel Modeling Benchmark v1.1 • 2026-10-19MODELTax Agent Bench updated: Claude Fable 5.1 (49.2%) and Gemini 4 Argon (44.6%) lead corporate tax research • 2026-10-18MODELGemini 4 Argon claims #1 rank on Finance Agent (v2) with 65.4% • 2026-10-13MODELGoogle launches Gemini 4 Argon with 1M-token output limit and native multimodal reasoning • 2026-10-06MODELAnthropic completes Claude 5.5 generation with Claude Haiku 5.5, Opus 5.5, and Sonnet 5.5 • 2026-10-20UPDATEPlatform updated: 52 models tracked across 42 independent benchmarks including CorpFin • 2026-10-20BENCHCorpFin added to benchmark suite — long credit agreement comprehension evaluations live • 2026-10-19MODELClaude Sonnet 5.5 and Opus 5.5 achieve 75.9% and 75.8% on Excel Modeling Benchmark v1.1 • 2026-10-19MODELTax Agent Bench updated: Claude Fable 5.1 (49.2%) and Gemini 4 Argon (44.6%) lead corporate tax research • 2026-10-18MODELGemini 4 Argon claims #1 rank on Finance Agent (v2) with 65.4% • 2026-10-13MODELGoogle launches Gemini 4 Argon with 1M-token output limit and native multimodal reasoning • 2026-10-06MODELAnthropic completes Claude 5.5 generation with Claude Haiku 5.5, Opus 5.5, and Sonnet 5.5 •
Tier 1verificationnumericalagentTasks

VALS Index

Holistic evaluation index measuring agent accuracy, reasoning, coding, and specialized domain proficiency.

Variable tasks
22 models evaluated
Updated 2026
67.2%
Top Score
Top model
Claude Opus 5

Model Rankings

financebenchmark.ai · VALS Index
Anthropic logo
Anthropic logo
OpenAI logo
DeepSeek logo
xAI logo
Moonshot AI logo
Anthropic logo
DeepSeek logo
Google logo
Google logo
Zhipu AI logo
OpenAI logo
OpenAI logo
xAI logo
Thinking Machines logo
Thinking Machines logo
Ant Group logo
Meta logo
Meta logo
NVIDIA logo
Alibaba logo
Alibaba logo
57.8%
🥇Anthropic logoAnthropicClaude Opus 567.2%
🥈Anthropic logoAnthropicClaude Sonnet 559.6%
🥉OpenAI logoOpenAIGPT-5.6 Sol63.7%
4DeepSeek logoDeepSeekDeepSeek V4 FlashOPEN53.6%
5xAI logoxAIGrok 4.659.2%
6Moonshot AI logoMoonshot AIKimi K3OPEN57.8%
7Anthropic logoAnthropicClaude Fable 566.0%
8DeepSeek logoDeepSeekDeepSeek V4 Pro (0813)OPEN52.4%
9Google logoGoogleGemini 3.5 Flash Lite36.7%
10Google logoGoogleGemini 3.6 Flash55.4%
11Zhipu AI logoZhipu AIGLM 5.2OPEN53.1%
12OpenAI logoOpenAIGPT-5.6 Luna59.9%
13OpenAI logoOpenAIGPT-5.6 Terra56.5%
14xAI logoxAIGrok 4.551.5%
15Thinking Machines logoThinking MachinesInklingOPEN34.1%
16Thinking Machines logoThinking MachinesInkling SmallOPEN31.9%
17Ant Group logoAnt GroupLing 3.0 FlashOPEN21.7%
18Meta logoMetaMuse Spark 1.154.8%
19Meta logoMetaMuse Spark 1.257.0%
20NVIDIA logoNVIDIANemotron 3 UltraOPEN27.4%
21Alibaba logoAlibabaQwen 3.7 Plus38.6%
22Alibaba logoAlibabaQwen 3.8 MaxOPEN51.8%
Full Results Table
#ModelOverallSourceDate
🥇
Anthropic logoClaude Opus 5
Anthropic
67.2VALS (2026)2026-07
🥈
Anthropic logoClaude Fable 5
Anthropic
66.0VALS (2026)2026-06
🥉
OpenAI logoGPT-5.6 Sol
OpenAI
63.7VALS (2026)2026-07
4
OpenAI logoGPT-5.6 Luna
OpenAI
59.9VALS (2026)2026-07
5
Anthropic logoClaude Sonnet 5
Anthropic
59.6VALS (2026)2026-06
6
xAI logoGrok 4.6
xAI
59.2VALS (2026)2026-08
7
Moonshot AI logoKimi K3OPEN
Moonshot AI
57.8VALS (2026)2026-07
8
Meta logoMuse Spark 1.2
Meta
57.0VALS (2026)2026-08
9
OpenAI logoGPT-5.6 Terra
OpenAI
56.5VALS (2026)2026-07
10
Google logoGemini 3.6 Flash
Google
55.4VALS (2026)2026-07
11
Meta logoMuse Spark 1.1
Meta
54.8VALS (2026)2026-07
12
DeepSeek logoDeepSeek V4 FlashOPEN
DeepSeek
53.6VALS (2026)2026-07
13
Zhipu AI logoGLM 5.2OPEN
Zhipu AI
53.1VALS (2026)2026-06
14
DeepSeek logoDeepSeek V4 Pro (0813)OPEN
DeepSeek
52.4VALS (2026)2026-08
15
Alibaba logoQwen 3.8 MaxOPEN
Alibaba
51.8VALS (2026)2026-08
16
xAI logoGrok 4.5
xAI
51.5VALS (2026)2026-07
17
Alibaba logoQwen 3.7 Plus
Alibaba
38.6VALS (2026)2026-06
18
Google logoGemini 3.5 Flash Lite
Google
36.7VALS (2026)2026-07
19
Thinking Machines logoInklingOPEN
Thinking Machines
34.1VALS (2026)2026-07
20
Thinking Machines logoInkling SmallOPEN
Thinking Machines
31.9VALS (2026)2026-07
21
NVIDIA logoNemotron 3 UltraOPEN
NVIDIA
27.4VALS (2026)2026-06
22
Ant Group logoLing 3.0 FlashOPEN
Ant Group
21.7VALS (2026)2026-07