Benchmarks for what frontier AI hasn't solved
Digital Work Index
An economically weighted measure of model performance across eight challenging benchmarks covering software engineering, logical reasoning and writing, and professional environments.
28.31
Gemini 4 Argon
26.4
Muse Wonder
23.62
Fable 5.1
23.61
Opus 5.5
23.03
GPT-6 Astra
21.75
Opus 5
21.19
GPT-6.1 Sol
20.52
Grok 4.6
19.3
Grok 4.7
16.92
Gemini Flash 3.8
16.76
Kimi K3
16.45
GLM 5.3
16.29
Muse Spark 1.3
11.81
Qwen 3.8 Max
11.07
DeepSeek V4 Pro
6.95
Nemotron 3 Ultra 550B
All Models
Meta
Oct 12, 2026
Muse Wonder
RANK BY BENCHMARK
Agentic Coding 2.0
43.6%
#2/16
Agents’ Last Exam v1.1
36.9%
#4/9
SnorkelFinance 2.0
15%
#9/16
SnorkelLegal
38.3%
#3/16
SnorkelManufacturing
27.8%
#1/16
Google DeepMind
Sep 30, 2026
Gemini 4 Argon
RANK BY BENCHMARK
Agentic Coding 2.0
41.8%
#4/16
Agents’ Last Exam v1.1
37.7%
#3/9
SnorkelFinance 2.0
15.1%
#8/16
SnorkelLegal
46%
#1/16
SnorkelManufacturing
19.5%
#3/16
OpenAI
Sep 29, 2026
GPT-6.1 Sol
RANK BY BENCHMARK
Agentic Coding 2.0
42.8%
#3/16
SnorkelFinance 2.0
6.6%
#14/16
SnorkelLegal
20.7%
#16/16
SnorkelManufacturing
19.6%
#2/16
SnorkelRevOps
12.1%
#9/16
Anthropic
Sep 22, 2026
Opus 5.5
RANK BY BENCHMARK
Agentic Coding 2.0
40.4%
#5/16
Agents’ Last Exam v1.1
42.6%
#1/9
SnorkelFinance 2.0
18.6%
#5/16
SnorkelLegal
31.4%
#9/16
SnorkelManufacturing
10.4%
#9/16
All benchmarks
All Benchmarks
Sort: Newest
Benchmark Type: All
Enterprise Environments
Proprietary
SnorkelManufacturing
Evaluates manufacturing decisions using fragmented plant-floor, engineering, and supplier evidence.
By pass@1
1
Muse Wonder
27.8%
2
GPT-6.1 Sol
19.6%
3
Gemini 4 Argon
19.5%
Enterprise Environments
Proprietary
SnorkelRevOps
Evaluates revenue-operations workflows involving systems, controls, and business-state updates.
By pass@1
1
Gemini 4 Argon
18.4%
2
Muse Wonder
18.0%
3
Grok 4.6
15.8%
Enterprise Environments
Proprietary
SnorkelFinance 2.0
Evaluates financial workflows requiring evidence gathering, analysis, and compliance.
By pass@1
1
Grok 4.6
25.1%
2
GLM 5.3
21.2%
3
Grok 4.7
20.2%
Enterprise Environments
Proprietary
SnorkelUnderwrite 2.0
Evaluates auditable insurance underwriting decisions using incomplete, distributed evidence.
By pass@1
1
Grok 4.7
30.5%
2
GLM 5.3
30.4%
3
Nemotron 3 Ultra 550B
30.0%
Enterprise Environments
Proprietary
SnorkelLegal
Evaluates legal workflows requiring evidence, procedure, authority, and action.
By pass@1
1
Gemini 4 Argon
46.0%
2
Grok 4.6
40.7%
3
Muse Wonder
38.3%
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