StepFun

Step 3.7 Flash — Benchmark Scores, Pricing & Performance Analysis

OPEN SOURCEStepFun
Input Cost
$0.20/1M
Output Cost
$1.1/1M
Context Window
262K
Max Output
256K
Knowledge Cutoff
Mar 2026
Accepts
text, image, video

Step 3.7 Flash by StepFun demonstrates competitive pricing. View detailed benchmark data including scores across coding, math, reasoning, speed, and cost metrics.

Specifications last checked against the provider on . Benchmark scores carry their own source, linked beside each number.

Coding Benchmarks

Design Arena ELO
117258th of 120

Human preference ELO for building things — websites, UI, games, charts, SVG

Design Arena (via OpenRouter)
AA Coding Index
39.659th of 96

Artificial Analysis composite coding score

Artificial Analysis (via OpenRouter)
Website Arena ELO
120649th of 108

Human preference ELO for building a working web page from a brief

Design Arena (via OpenRouter)

Reasoning Benchmarks

GPQA Diamond
76.6%76th of 140

Graduate-level science Q&A by domain experts

Papers
τ²-Bench Airline
77.3%8th of 93

Multi-turn service agent making tool calls under strict policy constraints

OpenRouter (measured)

Cost Benchmarks

Input Cost
$0.20169th of 413

Cost per 1M input tokens

OpenRouter API
Cached Input Cost
$0.0439th of 136

Cost per 1M cached input tokens — the price that actually applies to a long agent conversation

OpenRouter API
Output Cost
$1.1208th of 413

Cost per 1M output tokens

OpenRouter API

Context Benchmarks

Context Length
262K108th of 451

Maximum context window size

OpenRouter API

Available from 17 providers

The same model costs different amounts depending on who serves it. You can bring your own key for 4 of these — connect it here.

ProviderInput / 1MOutput / 1MCached inContextYour key
Kenari$0$0256K
Nvidia$0$0256K
UnoRouter$0$0256K
ZenMux$0$0256K
StepFun (China)$0.185$1.11$0.037256K
StepFun (Global)$0.185$1.11$0.037256K
Ambient$0.19$1.14$0.03262K
Deep Infra$0.2$1.15$0.04262KSupported
Eden AI$0.2$1.15$0.04262K
EmpirioLabs AI$0.2$1.15$0.04256K
Hugging Face$0.2$1.15262KSupported
Kilo Gateway$0.2$1.15$0.04256K
OpenRouter$0.2$1.15$0.04262KSupported
Requesty$0.2$1.15$0.04262K
Vercel AI Gateway$0.2$1.15$0.04256KSupported
StepFun Step Plan (China)256K
StepFun Step Plan (Global)256K

Step 3.7 Flash — Benchmark Scores Overview

Scores normalized to percentage scale for visual comparison. ELO scores mapped to 0-100 range (1100-1500).

Step 3.7 Flash — Frequently Asked Questions

How much does Step 3.7 Flash cost?

Step 3.7 Flash costs $0.20 per 1M input tokens and $1.1 per 1M output tokens. This makes it one of the more affordable models.

What is the context window of Step 3.7 Flash?

Step 3.7 Flash has a context window of 262K tokens. This determines how much text, conversation history, and code the model can process in a single request.

Who created Step 3.7 Flash?

Step 3.7 Flash was created by StepFun. It is classified as a open source model in our catalogue.

Is Step 3.7 Flash open source?

Yes, Step 3.7 Flash is an open-source model. The model weights are publicly available for download and self-hosting.