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 3verificationforensic

Public Benefits Bench

Evaluates civic policy compliance, public benefits eligibility, and regulatory adjudication.

Variable tasks
16 models evaluated
Updated 2026
76.9%
Top Score
Top model
Claude Opus 5

Model Rankings

financebenchmark.ai · Public Benefits
Anthropic logo
Anthropic logo
OpenAI logo
xAI logo
Moonshot AI logo
Anthropic logo
Google logo
Google logo
OpenAI logo
OpenAI logo
Thinking Machines logo
Thinking Machines logo
Ant Group logo
Meta logo
Meta logo
Alibaba logo
70.4%
🥇Anthropic logoAnthropicClaude Opus 576.9%
🥈Anthropic logoAnthropicClaude Sonnet 566.0%
🥉OpenAI logoOpenAIGPT-5.6 Sol66.5%
4xAI logoxAIGrok 4.666.8%
5Moonshot AI logoMoonshot AIKimi K3OPEN68.3%
6Anthropic logoAnthropicClaude Fable 570.4%
7Google logoGoogleGemini 3.5 Flash Lite51.8%
8Google logoGoogleGemini 3.6 Flash56.6%
9OpenAI logoOpenAIGPT-5.6 Luna61.2%
10OpenAI logoOpenAIGPT-5.6 Terra62.4%
11Thinking Machines logoThinking MachinesInklingOPEN58.5%
12Thinking Machines logoThinking MachinesInkling SmallOPEN59.4%
13Ant Group logoAnt GroupLing 3.0 FlashOPEN50.7%
14Meta logoMetaMuse Spark 1.161.3%
15Meta logoMetaMuse Spark 1.268.5%
16Alibaba logoAlibabaQwen 3.8 MaxOPEN67.1%
Full Results Table
#ModelOverallSourceDate
🥇
Anthropic logoClaude Opus 5
Anthropic
76.9VALS (2026)2026-07
🥈
Anthropic logoClaude Fable 5
Anthropic
70.4VALS (2026)2026-06
🥉
Meta logoMuse Spark 1.2
Meta
68.5VALS (2026)2026-08
4
Moonshot AI logoKimi K3OPEN
Moonshot AI
68.3VALS (2026)2026-07
5
Alibaba logoQwen 3.8 MaxOPEN
Alibaba
67.1VALS (2026)2026-08
6
xAI logoGrok 4.6
xAI
66.8VALS (2026)2026-08
7
OpenAI logoGPT-5.6 Sol
OpenAI
66.5VALS (2026)2026-07
8
Anthropic logoClaude Sonnet 5
Anthropic
66.0VALS (2026)2026-06
9
OpenAI logoGPT-5.6 Terra
OpenAI
62.4VALS (2026)2026-07
10
Meta logoMuse Spark 1.1
Meta
61.3VALS (2026)2026-07
11
OpenAI logoGPT-5.6 Luna
OpenAI
61.2VALS (2026)2026-07
12
Thinking Machines logoInkling SmallOPEN
Thinking Machines
59.4VALS (2026)2026-07
13
Thinking Machines logoInklingOPEN
Thinking Machines
58.5VALS (2026)2026-07
14
Google logoGemini 3.6 Flash
Google
56.6VALS (2026)2026-07
15
Google logoGemini 3.5 Flash Lite
Google
51.8VALS (2026)2026-07
16
Ant Group logoLing 3.0 FlashOPEN
Ant Group
50.7VALS (2026)2026-07