2026-09-10MODELDeepSeek-V4.1-Flash released with extreme agent memory efficiency and evaluated across VALS2026-09-03MODELGPT-6 Astra released by OpenAI - 71.7% on EMB, 63.3% on Tax Agent Bench2026-09-02MODELGoogle Gemini 3.8 Flash takes #1 rank on Finance Agent (v2) with 61.4% and 72.2% on EMB2026-09-02MODELMeta releases Muse Spark 1.3 & 1.3 Max - 59.0%-60.0% on Finance Agent (v2)2026-09-01MODELClaude Fable 5.1 leads Tax Agent Bench (77.6%) and EMB (76.7%) with 75% cheaper cache reads2026-09-11BENCHTax Agent Bench and FAB v2 benchmarks updated with latest frontier model rankings2026-09-15UPDATEPlatform updated: 43 models tracked across 41 independent benchmarks2026-09-10MODELDeepSeek-V4.1-Flash released with extreme agent memory efficiency and evaluated across VALS2026-09-03MODELGPT-6 Astra released by OpenAI - 71.7% on EMB, 63.3% on Tax Agent Bench2026-09-02MODELGoogle Gemini 3.8 Flash takes #1 rank on Finance Agent (v2) with 61.4% and 72.2% on EMB2026-09-02MODELMeta releases Muse Spark 1.3 & 1.3 Max - 59.0%-60.0% on Finance Agent (v2)2026-09-01MODELClaude Fable 5.1 leads Tax Agent Bench (77.6%) and EMB (76.7%) with 75% cheaper cache reads2026-09-11BENCHTax Agent Bench and FAB v2 benchmarks updated with latest frontier model rankings2026-09-15UPDATEPlatform updated: 43 models tracked across 41 independent benchmarks
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
Anthropic
OpenAI
xAI
Moonshot AI
Anthropic
Google
Google
OpenAI
OpenAI
Thinking Machines
Thinking Machines
Ant Group
Meta
Meta
Alibaba
70.4%
🥇AnthropicAnthropicClaude Opus 576.9%
🥈AnthropicAnthropicClaude Sonnet 566.0%
🥉OpenAIOpenAIGPT-5.6 Sol66.5%
4xAIxAIGrok 4.666.8%
5Moonshot AIMoonshot AIKimi K3OPEN68.3%
6AnthropicAnthropicClaude Fable 570.4%
7GoogleGoogleGemini 3.5 Flash Lite51.8%
8GoogleGoogleGemini 3.6 Flash56.6%
9OpenAIOpenAIGPT-5.6 Luna61.2%
10OpenAIOpenAIGPT-5.6 Terra62.4%
11Thinking MachinesThinking MachinesInklingOPEN58.5%
12Thinking MachinesThinking MachinesInkling SmallOPEN59.4%
13Ant GroupAnt GroupLing 3.0 FlashOPEN50.7%
14MetaMetaMuse Spark 1.161.3%
15MetaMetaMuse Spark 1.268.5%
16AlibabaAlibabaQwen 3.8 MaxOPEN67.1%
Full Results Table
#ModelOverallSourceDate
🥇
AnthropicClaude Opus 5
Anthropic
76.9VALS (2026)2026-07
🥈
AnthropicClaude Fable 5
Anthropic
70.4VALS (2026)2026-06
🥉
MetaMuse Spark 1.2
Meta
68.5VALS (2026)2026-08
4
Moonshot AIKimi K3OPEN
Moonshot AI
68.3VALS (2026)2026-07
5
AlibabaQwen 3.8 MaxOPEN
Alibaba
67.1VALS (2026)2026-08
6
xAIGrok 4.6
xAI
66.8VALS (2026)2026-08
7
OpenAIGPT-5.6 Sol
OpenAI
66.5VALS (2026)2026-07
8
AnthropicClaude Sonnet 5
Anthropic
66.0VALS (2026)2026-06
9
OpenAIGPT-5.6 Terra
OpenAI
62.4VALS (2026)2026-07
10
MetaMuse Spark 1.1
Meta
61.3VALS (2026)2026-07
11
OpenAIGPT-5.6 Luna
OpenAI
61.2VALS (2026)2026-07
12
Thinking MachinesInkling SmallOPEN
Thinking Machines
59.4VALS (2026)2026-07
13
Thinking MachinesInklingOPEN
Thinking Machines
58.5VALS (2026)2026-07
14
GoogleGemini 3.6 Flash
Google
56.6VALS (2026)2026-07
15
GoogleGemini 3.5 Flash Lite
Google
51.8VALS (2026)2026-07
16
Ant GroupLing 3.0 FlashOPEN
Ant Group
50.7VALS (2026)2026-07