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 3numerical

MultiHiertt

Numerical reasoning over multi-hierarchical tabular and textual financial data.

1,200 tasks
8 models evaluated
Updated 2026
82.0%
Top Score
Top model
DeepSeek V4 Pro
Model Rankings
financebenchmark.ai · MultiHiertt
Anthropic
OpenAI
Google
DeepSeek
xAI
Moonshot AI
Zhipu AI
MiniMax
72.0%
🥇AnthropicAnthropicClaude Opus 4.778.0%
🥈OpenAIOpenAIGPT-5.576.0%
🥉GoogleGoogleGemini 3.1 Pro80.0%
4DeepSeekDeepSeekDeepSeek V4 ProOPEN82.0%
5xAIxAIGrok 4.374.0%
6Moonshot AIMoonshot AIKimi K2.6OPEN72.0%
7Zhipu AIZhipu AIGLM-5.1OPEN70.0%
8MiniMaxMiniMaxMiniMax M2.7OPEN68.0%
Full Results Table
#ModelOverallSourceDate
🥇
DeepSeekDeepSeek V4 ProOPEN
DeepSeek
82.0arXiv:2206.013472026-02
🥈
GoogleGemini 3.1 Pro
Google
80.0arXiv:2206.013472026-02
🥉
AnthropicClaude Opus 4.7
Anthropic
78.0arXiv:2206.013472026-03
4
OpenAIGPT-5.5
OpenAI
76.0arXiv:2206.013472026-03
5
xAIGrok 4.3
xAI
74.0arXiv:2206.013472026-03
6
Moonshot AIKimi K2.6OPEN
Moonshot AI
72.0arXiv:2206.013472026-03
7
Zhipu AIGLM-5.1OPEN
Zhipu AI
70.0arXiv:2206.013472026-02
8
MiniMaxMiniMax M2.7OPEN
MiniMax
68.0arXiv:2206.013472026-02