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 3verification

MedCode

Evaluates medical ontology mapping, ICD billing codes, and clinical software tasks.

Variable tasks
20 models evaluated
Updated 2026
63.6%
Top Score
Top model
Claude Opus 5
Model Rankings
financebenchmark.ai · MedCode
Anthropic
Anthropic
OpenAI
DeepSeek
xAI
Moonshot AI
Anthropic
DeepSeek
Google
Google
Zhipu AI
OpenAI
OpenAI
xAI
Thinking Machines
Thinking Machines
Ant Group
Meta
NVIDIA
Alibaba
48.9%
🥇AnthropicAnthropicClaude Opus 563.6%
🥈AnthropicAnthropicClaude Sonnet 547.5%
🥉OpenAIOpenAIGPT-5.6 Sol44.0%
4DeepSeekDeepSeekDeepSeek V4 FlashOPEN41.4%
5xAIxAIGrok 4.644.7%
6Moonshot AIMoonshot AIKimi K3OPEN48.9%
7AnthropicAnthropicClaude Fable 556.1%
8DeepSeekDeepSeekDeepSeek V4 Pro (0813)OPEN42.5%
9GoogleGoogleGemini 3.5 Flash Lite43.5%
10GoogleGoogleGemini 3.6 Flash53.1%
11Zhipu AIZhipu AIGLM 5.2OPEN40.8%
12OpenAIOpenAIGPT-5.6 Luna42.4%
13OpenAIOpenAIGPT-5.6 Terra43.4%
14xAIxAIGrok 4.543.3%
15Thinking MachinesThinking MachinesInklingOPEN41.2%
16Thinking MachinesThinking MachinesInkling SmallOPEN37.9%
17Ant GroupAnt GroupLing 3.0 FlashOPEN32.3%
18MetaMetaMuse Spark 1.249.4%
19NVIDIANVIDIANemotron 3 UltraOPEN38.6%
20AlibabaAlibabaQwen 3.8 MaxOPEN40.7%
Full Results Table
#ModelOverallSourceDate
🥇
AnthropicClaude Opus 5
Anthropic
63.6VALS (2026)2026-07
🥈
AnthropicClaude Fable 5
Anthropic
56.1VALS (2026)2026-06
🥉
GoogleGemini 3.6 Flash
Google
53.1VALS (2026)2026-07
4
MetaMuse Spark 1.2
Meta
49.4VALS (2026)2026-08
5
Moonshot AIKimi K3OPEN
Moonshot AI
48.9VALS (2026)2026-07
6
AnthropicClaude Sonnet 5
Anthropic
47.5VALS (2026)2026-06
7
xAIGrok 4.6
xAI
44.7VALS (2026)2026-08
8
OpenAIGPT-5.6 Sol
OpenAI
44.0VALS (2026)2026-07
9
GoogleGemini 3.5 Flash Lite
Google
43.5VALS (2026)2026-07
10
OpenAIGPT-5.6 Terra
OpenAI
43.4VALS (2026)2026-07
11
xAIGrok 4.5
xAI
43.3VALS (2026)2026-07
12
DeepSeekDeepSeek V4 Pro (0813)OPEN
DeepSeek
42.5VALS (2026)2026-08
13
OpenAIGPT-5.6 Luna
OpenAI
42.4VALS (2026)2026-07
14
DeepSeekDeepSeek V4 FlashOPEN
DeepSeek
41.4VALS (2026)2026-07
15
Thinking MachinesInklingOPEN
Thinking Machines
41.2VALS (2026)2026-07
16
Zhipu AIGLM 5.2OPEN
Zhipu AI
40.8VALS (2026)2026-06
17
AlibabaQwen 3.8 MaxOPEN
Alibaba
40.7VALS (2026)2026-08
18
NVIDIANemotron 3 UltraOPEN
NVIDIA
38.6VALS (2026)2026-06
19
Thinking MachinesInkling SmallOPEN
Thinking Machines
37.9VALS (2026)2026-07
20
Ant GroupLing 3.0 FlashOPEN
Ant Group
32.3VALS (2026)2026-07