Edgee Turbo Models

Edgee Turbo Models: High-Speed Open-Source AI for Claude Code

In the rapidly evolving world of AI-assisted development, speed is more than just a convenience—it is a critical component of productivity. Edgee introduces a groundbreaking way to run frontier open-source models within Claude Code, providing Turbo speed and predictable pricing for professional developers. By switching to Edgee, you can run state-of-the-art models like GLM 5.1, Kimi K2.7 Code, and MiniMax 2.7 at up to 4× the speed of standard providers.

What are Edgee Turbo Models?

Edgee Turbo Models are high-throughput variants of leading open-weight coding models designed to integrate seamlessly with Claude Code and Codex. While traditional closed-model APIs often suffer from high latency and metered pricing that scales with usage, Edgee provides a dedicated infrastructure built for raw performance.

Edgee sits as a gateway between Claude Code and the model providers, allowing you to access frontier-grade quality with a flat $29/month subscription. This service is part of the Edgee Agent Gateway, which also includes advanced features like token compression and observability to further optimize your development workflow.

Key Features of Edgee Turbo

Edgee is designed to solve the most common bottlenecks in AI agentic workflows. Here are the primary features that set Edgee apart:

⚡ High-Throughput Performance (200 tok/s)

Standard endpoints typically generate text at approximately 50 tokens per second. Edgee Turbo variants run on dedicated inference infrastructure, reaching speeds of up to ~200 tok/s. This means generating a 500-line file happens four times faster, preventing the model from "crawling" and breaking your cognitive flow.

💰 Predictable Flat Pricing

Stop worrying about the rising costs of closed-model bills. Every agent call in a complex refactor adds up when using metered pricing. Edgee offers a flat $29/month fee for all Turbo models, providing unlimited access to high-speed coding assistance without the premium token tax.

🛠️ Seamless Integration and Setup

Setting up Edgee takes only minutes. It is designed to be a drop-in replacement that respects your existing environment. Your CLAUDE.md files and MCP servers stay exactly where they are. There are no complex code changes or new SDKs required; you simply point Claude Code at Edgee.

🛡️ Frontier-Grade Quality

Using open-source models through Edgee does not mean sacrificing quality. These are frontier-grade open models (GLM, Kimi, MiniMax). The "Turbo" designation only refers to the specialized hardware and serving layer that speeds up delivery, never compromising the logic or quality of the model's output.

The Open-Source Lineup

Edgee offers a diverse range of open-weight models, each optimized for different aspects of the coding lifecycle:

• GLM 5.1 (Turbo Best All-Rounder): Known as the agentic workhorse, this model excels at strong tool-calling and managing long coding sessions at full speed.
• Kimi K2.6 (Turbo Long Context): Featuring massive context windows, this is the ideal choice for whole-repository reasoning where the agent needs to understand the entire codebase without the typical latency of large models.
• Kimi K2.7 Code (Turbo Code-Specialized): This model is specifically tuned for agents and is perfect for tight edit-run-fix loops where precision in code generation is paramount.
• MiniMax 2.7 (Turbo Balanced): Provides a perfect balance between quality and throughput for everyday agent tasks across any IDE.

Why Speed Matters: The Agentic Loop

Speed is the silent tax on every agent loop. A modern coding agent doesn't just make one model call; it makes hundreds.

"One refactor can fire dozens of model calls. At a few seconds each, the wait stacks up into minutes, on every single task."

By increasing the speed to 200 tokens per second, Edgee reduces the cumulative latency that often forces developers to wait while their agent processes complex tasks. This high-throughput capability ensures that big diffs and long files are handled efficiently, keeping your development momentum high.

Use Case Scenarios

Complex Code Refactoring

When performing a large-scale refactor, your agent may need to analyze dozens of files and suggest changes across the entire project. Using Kimi K2.6 through Edgee allows for fast whole-repo reasoning, making deep architectural changes faster and more reliable.

Rapid Prototyping and Debugging

For developers working in tight edit-run-fix loops, Kimi K2.7 Code provides the specialized logic needed to catch bugs and iterate on features quickly. The 4× speed increase ensures that you spend more time testing and less time waiting for code to generate.

Daily Agentic Tasks

For general coding assistance, GLM 5.1 or MiniMax 2.7 serve as reliable companions. Whether you are writing unit tests or documentation, the flat monthly price ensures you can use the agent as much as needed without checking a usage dashboard.

How to Use Edgee with Claude Code

Getting started with Edgee is a simple three-step process that requires no code changes:

1. Install Edgee: Run the installation script in your terminal: curl -fsSL https://edgee.ai/install.sh | bash
2. Launch Claude Code: Initiate your environment through the Edgee wrapper: edgee launch claude
3. Pick a Model: Navigate to your dashboard route and select your preferred model (e.g., GLM 5.1 Turbo). Your CLAUDE.md and MCP servers will remain functional.

Edgee acts as a bridge; if a Turbo lane is ever busy, the system features an automatic fallback to standard endpoints to ensure your work is never interrupted.

FAQ

Can I run open-source models in Claude Code? Yes. Edgee allows you to point Claude Code at frontier open-source models like GLM and Kimi, serving them at high speeds.

How much does Edgee cost? Edgee costs a flat $29/month for all Turbo models, providing an alternative to metered, per-token billing.

Is a Turbo model a smaller or quantized version? No. Turbo variants are the full frontier-grade models. The speed increase comes from the dedicated, high-throughput inference infrastructure they run on, not from reducing the model's complexity.

Will my output quality change? No. Turbo only changes how fast the models are served. The actual content and logic produced by the models remain consistent with their original frontier-grade benchmarks.

What happens if a Turbo model is busy? Edgee includes a fallback mechanism. If a high-speed Turbo lane is unavailable, the request will automatically route to a standard endpoint to maintain your workflow.