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
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Benchmark Type: All
Knowledge Work
Open Benchmarks Grants
Agents’ Last Exam V1.1
Evaluating AI agents on long-horizon, economically valuable professional workflows with verifiable outcomes.
By Pass Rate
1
Gemini 4 Carbon
45.9%
2
Kimi 3.1 Pro
43.4%
3
Claude Opus 5.5
43.4%
Knowledge Work
Open Benchmarks Grants
MBABench 2.0
Evaluates agents on building financial models in spreadsheets, across 101 expert-written tasks.
By pass rate
1
Astra (Codex)
15.8%
2
Fable 5.1 (Claude Code)
7.9%
3
Astra (ChatGPT)
7.9%
Knowledge Work
Proprietary
WorkplaceAgents
Evaluates AI agents on economically valuable professional work and verifiable workplace deliverables.
By pass@1
1
Gemini 4 Argon
21.2%
2
Muse Wonder
17.4%
3
Grok 4.6
17.1%
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