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 3agentTasks

Terminal-Bench 2.1

Interactive Linux terminal command execution, shell debugging, and agent environment handling.

Variable tasks
23 models evaluated
Updated 2026
85.8%
Top Score
Top model
GPT-5.6 Sol
Model Rankings
financebenchmark.ai · Terminal-Bench
Anthropic
Anthropic
OpenAI
DeepSeek
xAI
Moonshot AI
Anthropic
DeepSeek
Google
Google
Zhipu AI
OpenAI
OpenAI
xAI
Thinking Machines
Thinking Machines
Moonshot AI
Ant Group
Meta
Meta
NVIDIA
Alibaba
Alibaba
80.9%
🥇AnthropicAnthropicClaude Opus 584.6%
🥈AnthropicAnthropicClaude Sonnet 574.5%
🥉OpenAIOpenAIGPT-5.6 Sol85.8%
4DeepSeekDeepSeekDeepSeek V4 FlashOPEN67.0%
5xAIxAIGrok 4.678.3%
6Moonshot AIMoonshot AIKimi K3OPEN80.9%
7AnthropicAnthropicClaude Fable 580.5%
8DeepSeekDeepSeekDeepSeek V4 Pro (0813)OPEN54.7%
9GoogleGoogleGemini 3.5 Flash Lite50.2%
10GoogleGoogleGemini 3.6 Flash66.8%
11Zhipu AIZhipu AIGLM 5.2OPEN67.8%
12OpenAIOpenAIGPT-5.6 Luna79.0%
13OpenAIOpenAIGPT-5.6 Terra73.4%
14xAIxAIGrok 4.567.8%
15Thinking MachinesThinking MachinesInklingOPEN47.6%
16Thinking MachinesThinking MachinesInkling SmallOPEN55.0%
17Moonshot AIMoonshot AIKimi K2.7 CodeOPEN67.0%
18Ant GroupAnt GroupLing 3.0 FlashOPEN50.2%
19MetaMetaMuse Spark 1.169.3%
20MetaMetaMuse Spark 1.269.7%
21NVIDIANVIDIANemotron 3 UltraOPEN50.9%
22AlibabaAlibabaQwen 3.7 Plus52.8%
23AlibabaAlibabaQwen 3.8 MaxOPEN67.2%
Full Results Table
#ModelOverallSourceDate
🥇
OpenAIGPT-5.6 Sol
OpenAI
85.8VALS (2026)2026-07
🥈
AnthropicClaude Opus 5
Anthropic
84.6VALS (2026)2026-07
🥉
Moonshot AIKimi K3OPEN
Moonshot AI
80.9VALS (2026)2026-07
4
AnthropicClaude Fable 5
Anthropic
80.5VALS (2026)2026-06
5
OpenAIGPT-5.6 Luna
OpenAI
79.0VALS (2026)2026-07
6
xAIGrok 4.6
xAI
78.3VALS (2026)2026-08
7
AnthropicClaude Sonnet 5
Anthropic
74.5VALS (2026)2026-06
8
OpenAIGPT-5.6 Terra
OpenAI
73.4VALS (2026)2026-07
9
MetaMuse Spark 1.2
Meta
69.7VALS (2026)2026-08
10
MetaMuse Spark 1.1
Meta
69.3VALS (2026)2026-07
11
Zhipu AIGLM 5.2OPEN
Zhipu AI
67.8VALS (2026)2026-06
12
xAIGrok 4.5
xAI
67.8VALS (2026)2026-07
13
AlibabaQwen 3.8 MaxOPEN
Alibaba
67.2VALS (2026)2026-08
14
DeepSeekDeepSeek V4 FlashOPEN
DeepSeek
67.0VALS (2026)2026-07
15
Moonshot AIKimi K2.7 CodeOPEN
Moonshot AI
67.0VALS (2026)2026-06
16
GoogleGemini 3.6 Flash
Google
66.8VALS (2026)2026-07
17
Thinking MachinesInkling SmallOPEN
Thinking Machines
55.0VALS (2026)2026-07
18
DeepSeekDeepSeek V4 Pro (0813)OPEN
DeepSeek
54.7VALS (2026)2026-08
19
AlibabaQwen 3.7 Plus
Alibaba
52.8VALS (2026)2026-06
20
NVIDIANemotron 3 UltraOPEN
NVIDIA
50.9VALS (2026)2026-06
21
GoogleGemini 3.5 Flash Lite
Google
50.2VALS (2026)2026-07
22
Ant GroupLing 3.0 FlashOPEN
Ant Group
50.2VALS (2026)2026-07
23
Thinking MachinesInklingOPEN
Thinking Machines
47.6VALS (2026)2026-07