Atlas / Models / Stepfun / StepFun: Step 3.7 Flash

StepFun: Step 3.7 Flash✓ Catalog verified

stepfun/step-3.7-flash

Step 3.7 Flash is StepFun's latest high-efficiency multimodal Mixture-of-Experts model. It pairs a 196B-parameter language backbone with a vision encoder for native image and video understanding, activating roughly 11B parameters...

Input price
$0.20 /1M
Output price
$1.15 /1M
Context
262K
Modalities
textimagevideo
Released
May 28, 2026
Tool calling
✓ Yes
Atlas signal
89/100
01

Overview

Step 3.7 Flash is StepFun's latest high-efficiency multimodal Mixture-of-Experts model. It pairs a 196B-parameter language backbone with a vision encoder for native image and video understanding, activating roughly 11B parameters...

Access: available through the official Stepfun API. Context window: 262K.

Pricing and metadata from the ModelsAtlas catalog.Last refreshed Aug 6, 2026
02

Specifications

API identifierstepfun/step-3.7-flash
ProviderStepfun
Model typeMultimodal LLM
Context window262K catalog
Input modalitiestext · image · video
Output modalitiestext
ReleasedMay 28, 2026
ModeratedNo
Architecture modalitytext+image+video->text
Supported parameters
frequency_penaltyinclude_reasoninglogit_biaslogprobsmax_tokensmin_ppresence_penaltyreasoningreasoning_effortrepetition_penaltyresponse_formatseedstopstructured_outputstemperaturetool_choicetoolstop_ktop_logprobstop_p
Source: provider documentation + catalog feedMethodology →

API defaults

Default parameters
{
  "top_k": null,
  "top_p": null,
  "temperature": null,
  "presence_penalty": null,
  "frequency_penalty": null,
  "repetition_penalty": null
}
03

Pricing

Live pricing components for stepfun/step-3.7-flash as published in the catalog.

$0.20
Input /1M
$1.15
Output /1M
Per request
Per image
Pricing componentRaw unit priceNormalizedUnit
Prompt tokens$2e-7$0.20 / 1MPer input token
Completion tokens$0.00000115$1.15 / 1MPer output token
Request feeN/AN/APer request
Image feeN/AN/APer image unit
Web search feeN/AN/APer search request
Source: catalog pricing feedCompare all pricing →Cheapest models →
04

Cost calculator

Estimate monthly spend from your own token volumes.

Scale / Volume

Estimated Total Cost

$0.33Calculated from current list pricing in the ModelsAtlas catalog.
05

Capabilities

CapabilityStatusWhat it means
Visual Understanding✓ SupportedImage and document analysis support
Audio ProcessingNot advertisedSpeech and voice aligned flows
Tool Calling✓ SupportedSupports tools / function calling
Self-HostingNot advertisedDeploy outside managed APIs
Derived from catalog capability tags and supported parameters
06

Capability signals

Directional signals derived from model metadata and capability tags — not official benchmark submissions.

StepFun: Step 3.7 Flash
MMLU Signal (Reasoning)
91signal
Coding Signal (HumanEval proxy)
97signal
Math Signal (GSM8K proxy)
83signal
Science Signal (GPQA proxy)
83signal
Estimated from metadata — not an official benchmark runAll benchmarks →Methodology →
07

Quick start

Call StepFun: Step 3.7 Flash through an OpenAI-compatible client.

from openai import OpenAI

client = OpenAI(
    base_url="https://openrouter.ai/api/v1",
    api_key="YOUR_API_KEY"
)

response = client.chat.completions.create(
    model="stepfun/step-3.7-flash",
    messages=[{"role": "user", "content": "Explain quantum physics."}]
)

print(response.choices[0].message.content)
08

Alternatives

Closest models by context window from a different provider.

09

Sources & attribution

Pricing and metadata are maintained in the ModelsAtlas catalog.

Capability bars use metadata tags — directional estimates onlyHow we source and verify data →
10

Frequently asked questions

How much does StepFun: Step 3.7 Flash cost?

$0.20 per 1M input tokens and $1.15 per 1M output tokens on the official Stepfun API.

What is the context window of StepFun: Step 3.7 Flash?

StepFun: Step 3.7 Flash supports up to 262K tokens of context.

Does StepFun: Step 3.7 Flash support tool / function calling?

Yes, StepFun: Step 3.7 Flash supports tool / function calling — you can register tools and the model will emit structured tool calls.

How do I access StepFun: Step 3.7 Flash?

Use the official Stepfun API with the model id `stepfun/step-3.7-flash`. See the Quick start section above for code examples.