Step 3.7 Flash API

StepFun multimodal reasoning model with image and video input, tool calling, adjustable reasoning effort, and 256K context.

StepFunText Generation256K contextReleased May 28, 2026InternationalProprietary EndpointNew

About Step 3.7 Flash

StepFun multimodal reasoning model with image and video input, tool calling, adjustable reasoning effort, and 256K context.

Use reasoning_effort low, medium, or high to control the reasoning budget. Prompt-cache hits are billed at StepFun cache-hit rates. Linkup web search is available through web_search_linkup and adds $0.013 per call when invoked.

Also known as Step Flash, StepFun Step 3.7 Flash, Step-3.7-Flash, step-3-7-flash

reasoningfunction callingstructured outputvisionvideoprompt cacheagentic codingweb search

Step 3.7 Flash specs

Model ID
step-3-7-flash
Provider
StepFun
Category
Text Generation
Released
May 28, 2026
Context window
256K tokens
Max output
131,072 tokens
Input
TextImageVideo
Output
Text
Structured output
JSON Mode
Region
International
Endpoints
POST/v1/chat/completionsPOST/v1/responsesPOST/v1/messagesPOST/v1beta/models/step-3-7-flash:generateContent
Alternate model IDs
step-3.7-flashstepfun/step-3-7-flashstepfun/step-3.7-flash

Step 3.7 Flash API pricing

Live pay-as-you-go rates from the EmpirioLabs catalog. You are billed only for what you use, with no monthly minimum.

Type
Spec
Rate
Input
per 1M prompt tokens
$0.20
Output
per 1M generated tokens
$1.15
Implicit cache read
per 1M cached input tokens
$0.04
Web Search (Linkup)
per call when invoked
$0.013
Compare on the full pricing page

How to call the Step 3.7 Flash API

Step 3.7 Flash serves the OpenAI-compatible Chat Completions API. Point any OpenAI SDK at https://api.empiriolabs.ai/v1 with your EmpirioLabs API key and use the model id step-3-7-flash. Get an API key from the EmpirioLabs dashboard.

cURL
curl https://api.empiriolabs.ai/v1/chat/completions \
  -H "Authorization: Bearer $EMPIRIOLABS_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "step-3-7-flash",
    "messages": [
      {"role": "user", "content": "Write a haiku about the ocean."}
    ]
  }'
Python (OpenAI SDK)
from openai import OpenAI

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

response = client.chat.completions.create(
    model="step-3-7-flash",
    messages=[{"role": "user", "content": "Write a haiku about the ocean."}],
)
print(response.choices[0].message.content)
Full Step 3.7 Flash API reference

Step 3.7 Flash API parameters

Request parameters supported by the Step 3.7 Flash API on EmpirioLabs. Defaults apply when a field is omitted.

ParameterTypeDefaultRange / valuesDescription
temperaturenumber0.50 to 2Sampling temperature.
top_pnumber0.90 to 1Nucleus sampling probability mass.
max_tokensinteger40961 to 131072Maximum output tokens. Reasoning tokens count toward this limit.
stoparray--Stop sequences.
frequency_penaltynumber00 to 1Penalty for repeated tokens.
reasoning_effortenumlowlow, medium, highReasoning effort for Step 3.7 Flash.
response_formatobject--OpenAI-compatible response format. Use {"type":"json_object"} for JSON object mode.
reasoning_formatenumgeneralgeneral, deepseek-styleReasoning trace format returned by StepFun.
toolsarray--OpenAI-compatible function tools.
tool_choicestring--OpenAI-compatible tool choice.
web_search_linkupbooleanfalse-Optional web search powered by Linkup. When enabled, recent web sources are retrieved using your latest user message as the query and provided to the model as additional context. Adds $0.013 per call when invoked on top of the model's normal token cost. Disabled by default.

Good to know

Supports text, image, and video input with 256K context, function tools, JSON object mode, reasoning_effort low, medium, or high, and optional Linkup web search. Video input supports MP4 under 128 MB, with clips under 5 minutes recommended.

Step 3.7 Flash API: common questions

How much does the Step 3.7 Flash API cost?

On EmpirioLabs, Step 3.7 Flash is billed pay as you go: Input $0.20 per 1M prompt tokens; Output $1.15 per 1M generated tokens; Implicit cache read $0.04 per 1M cached input tokens. The live rate card on this page always matches what the API charges.

What is the context window of Step 3.7 Flash?

Step 3.7 Flash supports a 256K-token context window with up to 131,072 output tokens per response.

Is the Step 3.7 Flash API OpenAI-compatible?

Yes. Step 3.7 Flash serves the OpenAI-compatible Chat Completions API, so existing OpenAI SDKs work by pointing base_url at https://api.empiriolabs.ai/v1 and setting the model id to step-3-7-flash.

Can I try Step 3.7 Flash in the browser before integrating?

Yes. The EmpirioLabs playground runs Step 3.7 Flash in the browser with the same parameters the API exposes, so you can test prompts before writing code.

How do I get a Step 3.7 Flash API key?

Create an EmpirioLabs account, then generate a key under API Keys in the dashboard. Billing is pay-as-you-go credits, so you only pay for the requests you make.

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