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Step 3.7 Flash

StepFun

Key facts · verified Oct 27, 2026

Step 3.7 Flash is a StepFun model released on 29 May 2026. Its API price is $0.20 per million input tokens and $1.15 per million output tokens ($0.04 cached input). Its context window is 256K tokens. It is not yet ranked on LMArena's text leaderboard. Source: platform.stepfun.ai.

StepFun’s Step 3.7 Flash, released on 29 May 2026: a sparse mixture-of-experts model with 198 billion total and 11 billion active parameters, a 256K-token context window and native image and video understanding, built for agent and coding work. It offers three reasoning-effort levels and tool calling. The StepFun API charges $0.20 per million input tokens and $1.15 per million output tokens, and the weights are under Apache 2.0. On LMArena’s text leaderboard it has no LMArena rating.

Pricing & specs checkedSource: vendor documentation · checked Oct 27, 2026
Pricing

$0.20 / $1.15 per million tokens

Context

256K tokens

LMArena Elo

Not rated

LMArena rank

Not ranked

Key Features

Open Weights Native Vision Agentic Coding Reasoning Effort Levels Tool Use

Full Specifications

$0.20 / $1.15 per million tokens
Identity
DeveloperStepFun
ReleasedMay 2026
LicenceApache 2.0 (open weights)
Self-hostableYes — stepfun-ai/Step-3.7-Flash on Hugging Face
Cost
Blended $/1M tokensinput × 0.75 + output × 0.25$0.438 / 1M tokens
Input price$0.200 / 1M tokens
Output price$1.150 / 1M tokens
Cached input$0.04 / 1M tokens
Capacity
Context window256K tokens
Capability
Vision inYes — images and video
Function callingYes
Extended reasoningYes — three reasoning-effort levels
Access
APIYes — StepFun Open Platform (step-3.7-flash)