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Artificial Analysis Strategy & Ops Index

Indexes

Artificial Analysis' capability index for strategy and operations work: 35% AutomationBench-AA on its operations, HR, marketing, sales and support domains, 30% AA-Briefcase v1.1, 25% AA-Omniscience Business Accuracy, 5% GDP.pdf and 5% AA-Omniscience Business Non-Hallucination. It reweights evaluations Atlas already has, so it is a diagnostic. Published only at /indexes/strategy-and-ops.

Benchmark source: Artificialanalysis

Top models (higher is better)

ModelScoreSource
Gemini 4 Carbon60.9Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
Claude Sonnet 5.558.1Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
GPT-6 Astra58.0Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
Muse Wonder Full57.9Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
Kimi K3.1 Pro57.6Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
GPT-6.1 Sol57.6Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
Grok 4.754.8Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
Muse Wonder54.5Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
MiniMax M3.1 Flash50.8Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
GPT-6.1 Terra50.0Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
DeepSeek V4.1 Flash 101749.2Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
Ling 3.1 Flash 101947.6Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
GLM-5.347.4Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
Qwen3.8 Max (0902)47.3Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
MiMo-V2.6-Pro46.9Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
Gemini 3.8 Flash46.5Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
Step 5 Preview44.2Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
Muse Spark Open43.4Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
Mistral Large 443.3Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
GPT-6 Luna43.2Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
Claude Haiku 5.539.1Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
Qwen3.8 27B39.0Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
Beam 1.0 501B A23B34.5Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
K2 Horizon 375B A23B32.9Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
Nemotron 3.5 Super VL 120B A12B (precision unspecified)21.8Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
Inkling18.9Artificial Analysis Strategy & Ops Index (snapshot 2026-11-03) · Artificial Analysis
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