Real workflows. Real commands.
How developers use claude-multi day to day: cutting API costs, comparing providers side by side, bringing their own keys, and running isolated experiments without breaking their main setup.
- Solo developer · DeepSeekGLM
Cut API Costs by Routing Tasks to Cheaper Models
Use DeepSeek for quick lookups and Claude for complex reasoning. claude-multi keeps both a keystroke away with no config editing.
- Senior engineer · GLMDeepSeek
Get a Second Opinion from a Different Model
Run the same prompt through two providers and compare outputs side by side. No config swapping, no copy-pasting between tabs.
- Developer with existing accounts · GLMDeepSeekMiniMax
Use Your Own API Key from Any Provider
Already paying for GLM, DeepSeek, or MiniMax directly? Plug your key into claude-multi and keep the Claude Code interface you know.
- Tinkerer / early adopter · Any
Run Isolated Experiments Without Breaking Your Setup
Sandbox a new model, plugin, or MCP server in its own instance. If it breaks, your main Claude Code config stays clean.
- Engineering lead · GLMDeepSeekMiniMax
Compare Providers on the Same Task
Feed the same prompt to GLM, DeepSeek, and MiniMax. See which one handles your codebase best before committing to a plan.
- Team lead / CTO · Any
Set Up a Standardized AI Environment for Your Team
Give every developer the same provider config, plugins, and MCP servers. Onboard new hires in minutes, not hours.
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