Step 3.7 Flash is StepFun's language model with a 256K context window, available from 2 providers, starting at $0.2 / 1M input and $1.15 / 1M output. A high-efficiency multimodal Mixture-of-Experts LLM combining a large language backbone with a vision encoder for native image and video understanding.
Specifications
Canonical IDstep-3-7-flash
TypeLanguage
StatusActive
CreatorStepFunStepFun
Providers
Context Window256K tokens
Input ModalitiesImageTextVideo
Output ModalitiesText
Reasoning Effortsdefault
Parameters201B
HuggingFace Likes370
HuggingFace Downloads (30d)50,187
HuggingFace Downloads (all-time)50,187
Release Date · 2 months ago
Benchmarks
Intelligence Index
30.3
#98
Coding Index
39.6
#59
GPQA
0.8
#106
HLE
0.2
#80
IFBench
0.7
#77
Time to First Token
0.70s
#317
SciCode
0.4
#103
LCR
0.6
#81
TerminalBench Hard
0.4
#58
TAU2
1.0
#6
Output TPS

Capabilities

Input3/5
Text
Image
Audio·
Video
PDF·
Output1/5
Text
Image·
Audio·
Video·
Embedding·
Capabilities5/13
Reasoning
Adaptive Reasoning·
Function Calling
Parallel Function Calling·
Structured Outputs
Native JSON Schema
Web Search·
URL Context·
Computer Use·
Code Execution·
File Search·
Prompt Caching
Assistant Prefill·

Pricing by Provider

US Dollar ($)
Per 1M tokens
ProviderStandard
Input
$ / 1M
Output
$ / 1M
Cache Read
$ / 1M
OpenRouter logo
OpenRouter
stepfun/step-3.7-flash
$0.2$1.15$0.04
Vercel AI Gateway logo
Vercel AI Gateway
stepfun/step-3.7-flash
$0.2$1.15$0.04

Cost Calculator

US Dollar ($)
Preset:

Cheapest Instances to Run It

Cloud GPU instances that can host Step 3.7 Flash, ranked by cheapest on-demand price. The model needs about 483 GB of GPU memory at FP16 precision (estimated from its parameter count), so treat the fit as guidance rather than a guarantee.

All clouds
FP16 (full precision)
US Dollar ($)
Instance
Cloud
GPU
VRAM
Price
Cheapest region
p4de.24xlargeAWS8× A100640 GB$27.45/hrus-east-1
Standard_ND96amsr_A100_v4Azure8× NVIDIA A100 (80GB)640 GB$32.77/hrwestus2
g7e.48xlargeAWS8× RTX PRO Server 6000768 GB$33.14/hrus-east-1
7 more instances can run Step 3.7 Flash
Unlock the full ranked list and FP8 / INT4 quantization with a CloudPrice subscription.

Other Models

ModelTierReleasedContextInput / 1MOutput / 1M
Step 3 VL 10B
Step Image Edit 2
Step 1X Edit 1.2
Step 1X Edit

Model IDs

step-3-7-flash
stepfun-ai/Step-3.7-Flash
stepfun/step-3.7-flash