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StepFun · Released Apr 2, 2026

Step 3.5 Flash 2603

StepFun flash model for efficient multimodal reasoning, coding, and tool use.

  • Open weights
  • Reasoning
  • Tool calling
Capability
—No ECI score yet
Input
$0.10per 1M tokens
Output
$0.30per 1M tokens
Context
256K256K max output
Pricing

What it costs

Input
$0.10per million tokens
Output
$0.30per million tokens
Cached input
$0.02per million tokens
Blended (3:1)
$0.15cheaper than 83% of priced models

Typical monthly bills

Monthly usageEstimated cost
Side project2M input + 0.5M output tokens$0.35
Team assistant25M input + 5M output tokens$4.00
Production app250M input + 50M output tokens$40.00

Official StepFun (Global) API price, as listed on models.dev.

Capability

Independent benchmarks

Epoch AI has not published a Capabilities Index score for Step 3.5 Flash 2603 yet.

Specifications

The details

Lab
StepFun
Released
Apr 2, 2026
Knowledge cutoff
Jan 2025
Context window
256,000 tokens
Max output
256,000 tokens
Inputs
Text
Output
Text
Reasoning
Adjustable effort low · high
Tool calling
Yes
Structured output
No
API model ID
step-3.5-flash-2603on StepFun (Global)
Availability
3 API providerslisted on models.dev

StepFun (Global) model documentation

Lab-reported

What StepFun claims

Published by the lab at launch. Settings vary, so compare these only with care.

BenchmarkScoreSettingSource
Artificial Analysis Coding Index34.6 index—Source
SciCode38.5 percent correct—Source
Terminal-Bench Hard32.6 success rate—Source
Same lab

More from StepFun

Questions

About Step 3.5 Flash 2603

How much does Step 3.5 Flash 2603 cost?

Step 3.5 Flash 2603 costs $0.10 input / $0.30 output per million tokens (official StepFun (Global) API price). Cached input is $0.02 per million tokens. At a 3:1 input-to-output mix that is $0.15 per million tokens, cheaper than 83% of the 360 priced models we track.

What is the context window of Step 3.5 Flash 2603?

Step 3.5 Flash 2603 accepts up to 256,000 tokens per request and can write up to 256,000 tokens in one response.

How good is Step 3.5 Flash 2603?

Epoch AI has not published a Capabilities Index score for Step 3.5 Flash 2603 yet.

Is Step 3.5 Flash 2603 open source?

Yes. StepFun publishes the weights, so it can be downloaded and self-hosted.

What inputs does Step 3.5 Flash 2603 support?

Step 3.5 Flash 2603 accepts text and replies in text. It is a reasoning model with low and high effort settings, supports tool calling.

When was Step 3.5 Flash 2603 released?

StepFun released Step 3.5 Flash 2603 on Apr 2, 2026. Its training data runs to Jan 2025.

What are the best alternatives to Step 3.5 Flash 2603?

The closest current models from other labs on capability, price and release date are MiMo-V2.5 (Xiaomi, $0.14 / $0.28), Gemma 4 E4B IT (Google, $0.11 / $0.15), GLM-4.7-FlashX (Z.ai (Zhipu), $0.07 / $0.40) and Seed Character (ByteDance Seed, $0.119 / $0.297).