AI modelsSeptember 21, 2026
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StepFun Undercuts OpenAI and Anthropic on Price
StepFun releases Step 5 Preview: 600B MoE with 1M context for agents.
#StepFun#MoE#Agentic AI#Long Context#API

š„ What happened
StepFun dropped Step 5 Preview, a 600B-parameter MoE model activating just 27B parameters per token. It handles 1M-token context with text, image, and video input at $1 per million input tokens.
š” Why it matters
Artificial Analysis scores it 44 on their Intelligence Index ā the median for comparable reasoning models sits at 24. At $2.70 per million output tokens, StepFun undercuts rivals by 3.7x. But here's the catch: the model burned 160M output tokens on the index run versus the 92M median. Verbose reasoning eats into those per-token savings.
ā” Our take
StepFun is running the classic disruptor playbook: 80% of the performance at half the price. For anyone optimizing agentic workload costs, this model is hard to ignore ā assuming those open weights actually ship in October 2026.
The title, summary and analysis of this item were produced automatically by an AI system and have not been editorially reviewed. They may contain errors, bias or omissions ā when in doubt, read the linked original source.
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