One key. Your choice of coding models.
Start with DeepSeek, then switch to GLM, MiMo, Kimi, Qwen or MiniMax inside your Agent. Compare model descriptions and points rates below, then configure your tools once.
Model guide
Compare models and points rates
The plan price stays the same when you switch models. The points used per token change. Start with DeepSeek Flash at 1×, or compare other models using the same allowance.
| Model / API ID | Points / token | 1M tokens use | 1M points provide · approx. |
|---|---|---|---|
DeepSeek Flashdeepseek-flashThe default for getting started. One point per token, with the same shared allowance as every other model. | 1× | 1M points | 1,000,000 tokens |
GLM-5.3-Flashglm-5.3-flashGLM's Flash option at the same 1× rate as DeepSeek. Compare both on your own coding tasks. | 1× | 1M points | 1,000,000 tokens |
MiMo V2.6 Flashmimo-flashThe lowest points rate in this lineup. The same balance provides about 43% more tokens than a 1× model. | 0.7× | 0.7M points | 1,428,571 tokens |
MiMo V2.6 Promimo-proMiMo's Pro option. Uses twice the points of a 1× model and shares the same key as MiMo Flash. | 2× | 2M points | 500,000 tokens |
GLM-5.3glm-5.3The higher-rate GLM option. Each token uses nine times the points of GLM Flash. | 9× | 9M points | 111,111 tokens |
Kimi-K3kimi-k3The Kimi option in the shared catalog. At 20×, check your remaining allowance before a long session. | 20× | 20M points | 50,000 tokens |
Qwen3.8 Maxqwen3.8-maxQwen's Max option at 15 points per token. Switch to it within your Agent using the same gateway key. | 15× | 15M points | 66,666 tokens |
MiniMax M3minimax-m3MiniMax M3 uses 5 points per token. Switch to it inside your Agent with the same gateway key and shared balance. | 5× | 5M points | 200,000 tokens |
Points used = total input and output tokens × model rate. Tokens = points ÷ model rate, rounded down to whole tokens. M = 1,000,000.
How usage is counted
Points = (input + output tokens) × model rate. For example, 1M DeepSeek Flash tokens plus 1M MiMo Pro tokens use 3M points from each allowance window.
Cached input counts once within input tokens; reasoning counts once within output tokens. These are shared-points rates, not separate per-token dollar charges.
Configuration guides
Connect your coding tool
Choose your Agent for a step-by-step article with terminal commands, configuration examples and expected results. Configure the gateway once, then switch models inside the Agent. Screenshots accompany the relevant setup steps.
Claude Code
Anthropic Messages
CLI setup
Claude Desktop · Code tab
Codex
OpenAI Responses
CLI setup
Codex Desktop · macOS / Windows
DSH (DeepSeek Harness)
OpenAI Chat Completions
CLI setup
Harness Desktop · macOS / Windows
Pi Coding Agent
OpenAI Chat Completions
CLI setup
Desktop terminal workflow
OpenCode
OpenAI Chat Completions
CLI setup
OpenCode Desktop
Hermes Agent
OpenAI Chat Completions
CLI setup
Hermes Desktop
OpenClaw
OpenAI Chat Completions
CLI setup
Control UI in your browser
What you need to connect
- 1. Your Agent
Install your coding tool. Its guide above includes the official download and the right configuration path.
- 2. Your gateway key
After activation, use the Multi-Model key and confirmed URL delivered to you. Other Coding Plan keys have a different scope.
- 3. One configuration
Save the provider and model list once. Choose models in the Agent and verify a short file-reading task.