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Step 3.5 Flash 2603

stepfun/step-3.5-flash-2603

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

Source-linkedOpen weightsReleased 2026-04-02
Report data
Context window256K
Maximum output256K
Provider offers4
Knowledge cutoff2025-01
Capabilities

What this model supports

ReasoningYes
Tool callingYes
Structured outputNo
AttachmentsNo
Temperature controlYes
Open weightsYes
Creator
StepFun
Family
Not documented
Modalities
Text
License
Not documented
Release date
2026-04-02
Model ID
stepfun/step-3.5-flash-2603
Market availability

Provider pricing

Report price →
Providers offering Step 3.5 Flash 2603
ProviderProvider model IDContextInput / 1MOutput / 1MCached / 1MFeaturesAll pricing
StepFun AIstep-3.5-flash-2603256K$0.100$0.300$0.020R T ·
View
{
  "cache_read": 0.02,
  "input": 0.1,
  "output": 0.3
}
NanoGPTstepfun-ai/step-3.5-flash-2603256K$0.100$0.300R · ·
View
{
  "input": 0.1,
  "output": 0.3
}
StepFunstep-3.5-flash-2603256K$0.100$0.300$0.020R T ·
View
{
  "cache_read": 0.02,
  "input": 0.1,
  "output": 0.3
}
EmpirioLabs AIstep-3-5-flash-2603256K$0.100$0.300$0.020R T ·
View
{
  "cache_read": 0.02,
  "input": 0.1,
  "output": 0.3
}
Evidence

Published benchmark results

Artificial Analysis Coding Index vs top 7 models
GPT-5-Codex
38.9
Step 3.5 Flash 2603
34.6
North Mini Code
33.4
Gemini 2.5 Pro
32.0
Step 3.5 Flash
31.6
GLM-4.6
29.5
Qwen3 Max
26.4
SciCode vs top 8 models
Fugu
60.1
Fugu Ultra
58.7
Qwen3.7 Max
53.5
Gemini 2.5 Pro
42.8
GPT-5-Codex
40.9
Step 3.5 Flash
40.4
Gemini 2.5 Flash
39.4
Step 3.5 Flash 2603
38.5
Terminal-Bench Hard vs top 7 models
GPT-5-Codex
37.9
Step 3.5 Flash 2603
32.6
Step 3.5 Flash
27.3
Gemini 2.5 Pro
26.5
GLM-4.6
25.0
GLM-4.5
22.0
GLM-4.5-Air
20.5