QUARANOX

Surface

Models

9 categories · 1 policies set

Default (catch-all)

Used for any category without a specific override. Set this once; everything else inherits.

Categories

  • Research

    Gather facts, list points, summarize sources.

    task_type: research

    Recommended

    • openai/gpt-4o-mini$0.15/$0.60
    • google/gemini-flash-1.5$0.07/$0.30
    • anthropic/claude-sonnet-4-5$3.00/$15.00

    Cost: $ input / $ output per 1M tokens

    Policy

    Inherits default

  • Analyze

    Reason over input, extract insights, find patterns.

    task_type: analyze

    Recommended

    • anthropic/claude-sonnet-4-5$3.00/$15.00
    • openai/gpt-4o$5.00/$15.00

    Cost: $ input / $ output per 1M tokens

    Policy

    Inherits default

  • Strategize

    Plan, sequence, decide approach.

    task_type: strategize

    Recommended

    • anthropic/claude-sonnet-4-5$3.00/$15.00

    Cost: $ input / $ output per 1M tokens

    Policy

    Inherits default

  • Draft

    Write prose, copy, content.

    task_type: draft

    Recommended

    • openai/gpt-4o-mini$0.15/$0.60
    • anthropic/claude-sonnet-4-5$3.00/$15.00

    Cost: $ input / $ output per 1M tokens

    Policy

    Inherits default

  • Refine

    Edit, polish, improve prior output.

    task_type: refine

    Recommended

    • anthropic/claude-sonnet-4-5$3.00/$15.00
    • openai/gpt-4o-mini$0.15/$0.60

    Cost: $ input / $ output per 1M tokens

    Policy

    Inherits default

  • Critique

    Evaluate input against criteria, surface gaps.

    task_type: critique

    Recommended

    • anthropic/claude-sonnet-4-5$3.00/$15.00

    Cost: $ input / $ output per 1M tokens

    Policy

    Inherits default

  • Extract

    Pull structured data out of unstructured input.

    task_type: extract

    Recommended

    • openai/gpt-4o-mini$0.15/$0.60
    • google/gemini-flash-1.5$0.07/$0.30

    Cost: $ input / $ output per 1M tokens

    Policy

    Inherits default

  • Summarize

    Condense long input into short output.

    task_type: summarize

    Recommended

    • openai/gpt-4o-mini$0.15/$0.60
    • google/gemini-flash-1.5$0.07/$0.30

    Cost: $ input / $ output per 1M tokens

    Policy

    Inherits default

  • Code

    Produce or modify code.

    task_type: code

    Recommended

    • deepseek/deepseek-coder$0.07/$1.10
    • anthropic/claude-sonnet-4-5$3.00/$15.00

    Cost: $ input / $ output per 1M tokens

    Policy

    Inherits default