Atlas

Benchmarks

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SnorkelRevOps

Professional Work

Pass@1 on 200 simulated B2B SaaS revenue-operations tasks across CRM, CPQ, billing, compensation, marketing, usage, finance and governance systems, including control-sensitive state changes. Native effort and agent scaffold are not disclosed.

Top models (higher is better)

ModelScore
Gemini 4 Argon18.4
Muse Wonder18.0
Grok 4.615.8
Claude Fable 5.114.0
Kimi K313.1
Muse Spark 1.312.6
Claude Opus 5.512.5
Claude Opus 512.2
GPT-6.1 Sol12.1
GLM-5.311.8
Grok 4.711.3
GPT-6 Astra10.9
Gemini 3.8 Flash5.4
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