Pareto

unbiased/pareto

LLMBlended ModelReasoningCodingVision

Pareto is Unbiased's blended AI model. It engages multiple language models in parallel for each request, synthesizes one answer, and supports text and vision inputs through a single API response.

Quick start

# Inspect the price — a plain request returns the 402 challenge:
curl -i https://api.glianalabs.com/v1/chat/completions \
  -H "content-type: application/json" \
  -d '{
    "model": "unbiased/pareto",
    "messages": [{"role": "user", "content": "<your message>"}]
  }'

# Pay + run in one step with the mppx CLI (create a wallet: npx mppx account create):
npx mppx https://api.glianalabs.com/v1/chat/completions \
  -J '{"model": "unbiased/pareto", "messages": [{"role": "user", "content": "<your message>"}]}'

Parameters

Input

messages array required

audio object optional

frequency_penalty number optional

max_completion_tokens number optional

max_tokens number optional

modalities array optional

presence_penalty number optional

reasoning_effort string optional

Optional reasoning control; availability and accepted values are model-dependent.

response_format optional

How the result is returned (e.g. a URL or base64 data).

stream boolean optional

stream_options object optional

temperature number optional

tool_choice optional

tools array optional

top_p number optional

Output