MiMo V2.6 Flash vs Step 3.7 Flash

MiMo V2.6 Flash and Step 3.7 Flash side by side: specs, capabilities, parameters, and live pricing from the EmpirioLabs catalog.

Xiaomi StepFun Text Generation

MiMo V2.6 Flash vs Step 3.7 Flash at a glance

MiMo V2.6 Flash from Xiaomi and Step 3.7 Flash from StepFun are both in the Text Generation category, available through the EmpirioLabs API.

Key differences

  • MiMo V2.6 Flash is the newer release (Sep 22, 2026); Step 3.7 Flash was released on May 28, 2026.
  • MiMo V2.6 Flash has the larger context window: 1M tokens, against 256K for Step 3.7 Flash.
  • Input types only MiMo V2.6 Flash accepts: Audio.
  • Capabilities listed only for MiMo V2.6 Flash: audio in.
  • Capabilities listed only for Step 3.7 Flash: video, prompt cache, agentic coding.
  • MiMo V2.6 Flash lists the lower rate for Input (per 1M prompt tokens) and Output (per 1M generated tokens).

MiMo V2.6 Flash vs Step 3.7 Flash: specs

SpecMiMo V2.6 FlashStep 3.7 Flash
Model IDmimo-v2-6-flashstep-3-7-flash
AuthorXiaomiStepFun
ReleasedSep 22, 2026May 28, 2026
Context window1M tokens256K tokens
Max output131,072 tokens131,072 tokens
Input
Text Image Video Audio
Text Image Video
Output
Text
Text
Structured outputJSON SchemaJSON Mode
RegionSingaporeInternational
Endpoints
POST /v1/chat/completions POST /v1/responses POST /v1/messages POST /v1beta/models/mimo-v2-6-flash:generateContent
POST /v1/chat/completions POST /v1/responses POST /v1/messages POST /v1beta/models/step-3-7-flash:generateContent
Capabilities
reasoning vision audio in function calling structured output web search
reasoning function calling structured output vision video prompt cache agentic coding web search

MiMo V2.6 Flash vs Step 3.7 Flash: API pricing

Live rates from the EmpirioLabs catalog for both models. Each rate card always matches what the API charges.

MiMo V2.6 Flash vs Step 3.7 Flash: API parameters

Request parameters each model lists on EmpirioLabs, with the allowed values or range where one applies. A dash marks a parameter the model does not list.

ParameterMiMo V2.6 FlashStep 3.7 Flash
enable_thinkingboolean Default: true-
video_fps0.1 to 10-
media_resolutiondefault, max Default: default-
tool_web_searchboolean Default: false-
web_search_forceboolean Default: false-
web_search_max_keyword1 to 5 Default: 3-
web_search_limit1 to 10 Default: 5-
temperature0 to 1.5 Default: 10 to 2 Default: 0.5
top_p0.01 to 1 Default: 0.950.01 to 1 Default: 0.9
max_tokens1 to 131072 Default: 81921 to 131072 Default: 4096
stopstringarray
response_formatenumobject
disable_formattingboolean Default: falseboolean Default: false
frequency_penalty--2 to 2 Default: 0
reasoning_effort-low, medium, high Default: low
reasoning_format-general, deepseek-style Default: general

MiMo V2.6 Flash vs Step 3.7 Flash: limits and notes

MiMo V2.6 Flash

Web search ($0.015/call) is charged only when invoked. Accepts text, image, video, and audio input and returns text. Thinking is on by default and can be turned off.

Step 3.7 Flash

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.

How to call MiMo V2.6 Flash and Step 3.7 Flash

MiMo V2.6 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 mimo-v2-6-flash. Both models are called through the same endpoint. Set model to mimo-v2-6-flash or 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": "mimo-v2-6-flash",
    "messages": [
      {"role": "user", "content": "Write a haiku about the ocean."}
    ]
  }'

MiMo V2.6 Flash vs Step 3.7 Flash: tests and guides

Prompt tests and comparison runs that cover both models.

MiMo V2.6 Flash vs Step 3.7 Flash: common questions

What is the difference between MiMo V2.6 Flash and Step 3.7 Flash?

MiMo V2.6 Flash is the newer release (Sep 22, 2026); Step 3.7 Flash was released on May 28, 2026. MiMo V2.6 Flash has the larger context window: 1M tokens, against 256K for Step 3.7 Flash. Input types only MiMo V2.6 Flash accepts: Audio. The specs, rate cards, and parameters on this page come from the live EmpirioLabs catalog.

Which is newer, MiMo V2.6 Flash or Step 3.7 Flash?

MiMo V2.6 Flash is the newer release (Sep 22, 2026); Step 3.7 Flash was released on May 28, 2026.

Which has the lower rate, MiMo V2.6 Flash or Step 3.7 Flash?

MiMo V2.6 Flash lists the lower rate for Input (per 1M prompt tokens) and Output (per 1M generated tokens). Both live rate cards are on this page and always match what the API charges.

Can I switch between MiMo V2.6 Flash and Step 3.7 Flash without rebuilding my integration?

Yes. Both models use POST /v1/chat/completions with the same EmpirioLabs API key, so most integrations switch by changing the model value. Check the parameters table on this page first if you rely on a model-specific parameter.

Can I try MiMo V2.6 Flash and Step 3.7 Flash in the browser before integrating?

Yes. Open each model in the EmpirioLabs playground and run the same prompt on both, with the parameters the API exposes.

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