StepAudio 3 Chat vs StepAudio 2.5 Chat

StepAudio 3 Chat and StepAudio 2.5 Chat side by side: specs, capabilities, parameters, and live pricing from the EmpirioLabs catalog.

StepFun Text Generation

StepAudio 3 Chat vs StepAudio 2.5 Chat at a glance

StepAudio 3 Chat and StepAudio 2.5 Chat are both StepFun models in the Text Generation category, available through the EmpirioLabs API.

Key differences

  • Both models have a context window of 256K tokens.
  • Capabilities listed only for StepAudio 3 Chat: reasoning, audio in, function calling, structured output.
  • Capabilities listed only for StepAudio 2.5 Chat: audio input, speech understanding, prompt cache, web search.
  • Both models list the same rate for Input (per 1M prompt tokens) and Output (per 1M generated tokens).

StepAudio 3 Chat vs StepAudio 2.5 Chat: specs

SpecStepAudio 3 ChatStepAudio 2.5 Chat
Model IDstepaudio-3-chatstepaudio-2-5-chat
AuthorStepFunStepFun
ReleasedSep 9, 2026-
Context window256K tokens256K tokens
Max output131,072 tokens131,072 tokens
Input
Text Audio
Text Audio
Output
Text
Text
Structured outputJSON ModeJSON Mode
RegionInternationalInternational
Endpoints
POST /v1/chat/completions
POST /v1/chat/completions POST /v1/responses POST /v1/messages POST /v1beta/models/stepaudio-2-5-chat:generateContent
Capabilities
reasoning audio in function calling structured output multimodal
audio input speech understanding prompt cache multimodal web search

StepAudio 3 Chat vs StepAudio 2.5 Chat: API pricing

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

StepAudio 3 Chat vs StepAudio 2.5 Chat: 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.

ParameterStepAudio 3 ChatStepAudio 2.5 Chat
temperature0 to 2 Default: 0.50 to 2 Default: 0.5
top_p0.01 to 1 Default: 0.90.01 to 1 Default: 0.9
max_tokens1 to 131072 Default: 40961 to 131072 Default: 4096
stoparrayarray
frequency_penalty-2 to 2 Default: 0-2 to 2 Default: 0
modalitiesarray Default: ["text"]array Default: ["text"]
response_formatobjectobject
reasoning_formatgeneral, deepseek-style Default: general-
toolsarrayarray
tool_choicestringstring
web_search_linkupboolean Default: falseboolean Default: false
disable_formattingboolean Default: falseboolean Default: false

StepAudio 3 Chat vs StepAudio 2.5 Chat: limits and notes

StepAudio 3 Chat

Accepts text and audio input and replies with text. The model reasons before answering and returns its reasoning alongside the answer, and those reasoning tokens bill as output tokens. Because reasoning consumes the output budget, a small max_tokens can be spent entirely on thinking and return an empty answer; leave max_tokens unset for a sensible default, or allow at least a few thousand tokens. Function calling and JSON object output are supported. Linkup web search is available for text prompts. This model is in preview and its capabilities may change.

StepAudio 2.5 Chat

Accepts text or base64 audio input and returns text. Linkup web search is available for text prompts.

How to call StepAudio 3 Chat and StepAudio 2.5 Chat

StepAudio 3 Chat 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 stepaudio-3-chat. Both models are called through the same endpoint. Set model to stepaudio-3-chat or stepaudio-2-5-chat. 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": "stepaudio-3-chat",
    "messages": [
      {"role": "user", "content": "Write a haiku about the ocean."}
    ]
  }'

StepAudio 3 Chat vs StepAudio 2.5 Chat: common questions

What is the difference between StepAudio 3 Chat and StepAudio 2.5 Chat?

Both models have a context window of 256K tokens. Capabilities listed only for StepAudio 3 Chat: reasoning, audio in, function calling, structured output. Capabilities listed only for StepAudio 2.5 Chat: audio input, speech understanding, prompt cache, web search. The specs, rate cards, and parameters on this page come from the live EmpirioLabs catalog.

Which has the lower rate, StepAudio 3 Chat or StepAudio 2.5 Chat?

Both models list the same 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 StepAudio 3 Chat and StepAudio 2.5 Chat 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 StepAudio 3 Chat and StepAudio 2.5 Chat 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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