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Frontier coding without frontier prices

Magnitude is a coding agent that runs entirely on open models. It costs 60% less than Claude Code with no drop in performance.

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Pass-through API pricing with no markup. $5 free credits.<br>Backed by

HOW IT WORKS<br>Smart model routing

User: "Add authentication to the API"

Leader GLM 5.2<br>"I need to explore the codebase, plan the implementation, then implement and review."

Delegates<br>Scout DeepSeek V4 Flash<br>"Explore existing middleware patterns"

Architect Kimi K2.7 Code<br>"Design auth strategy"

Engineer Kimi K2.7 Code<br>"Add JWT middleware + routes"

Critic Kimi K2.7 Code<br>"Review the changes"

Delegates Scout DeepSeek V4 Flash<br>"Explore existing middleware patterns"

Architect Kimi K2.7 Code<br>"Design auth strategy"

Engineer Kimi K2.7 Code<br>"Add JWT middleware + routes"

Critic Kimi K2.7 Code<br>"Review the changes"

A strong leader model plans and coordinates the work, routing subtasks to lower-cost specialists for 50–90% cost savings without sacrificing performance.

BENCHMARKS<br>Coding agent efficiency

Our internal benchmark measures the cost efficiency of coding agents.

Methodology

It's built around two projects: Rain, a bespoke DSL written in Zig, and pgx, a real Postgres driver written in Go.

Tasks cover features, bug fixes, and refactors in each project, meant to reflect a diversity of real world engineering work rather than intentionally tricky puzzles.

There's 20 tasks, each run 5 times per agent for a total of 100 trials, measuring the score against total cost by token usage to determine performance per dollar.

FOR TEAMS<br>We'll build what your team needs

Tell us your requirements and we'll deliver a tailored setup.

Self-hosted open models<br>We'll help you run open models on whichever infrastructure you prefer.

Custom model configurations<br>Tailored model setups for your team's workflow and requirements.

Team controls<br>Shared billing, spend limits, and admin tools for your organization.

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QUICK START<br>Get started in under a minute

Run npm i -g @magnitudedev/cli to download

Run magnitude which will ask for an API key

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