OpenRouter for AI Coding: Setup & Pricing
How to configure OpenRouter with Cline, Roo Code, Aider, and Continue. Leverage unified API billing, zero markup, automatic fallback routing, and prompt caching.
Quick Answer: OpenRouter is the gold standard API router for VS Code extensions (Cline, Roo Code, Continue). It provides a single API key to access Claude 3.7 Sonnet, DeepSeek V3/R1, OpenAI o3-mini, and Qwen 2.5 with zero added markup. It automatically reroutes failing requests during upstream outages and passes through Anthropic and DeepSeek prompt caching discounts.
Monthly Unified Spend & Failover Calculator
Simulate token costs across multiple models with unified OpenRouter billing.
A $50 monthly cap supports over 200 agent tasks when routing planning to DeepSeek V3 and code writing to Claude 3.7 Sonnet.
OpenRouter Endpoint Setup for Top AI Coding Agents
How to configure base URLs and model IDs across Cline, Roo Code, Aider, and Continue.
| Coding Tool | Base URL Setting | Recommended Primary Model | Recommended Cheap Fallback |
|---|---|---|---|
| Roo Code | Native OpenRouter Provider in UI | anthropic/claude-3.7-sonnet |
deepseek/deepseek-chat (V3) |
| Cline | Native OpenRouter Provider in UI | anthropic/claude-3.7-sonnet |
google/gemini-2.0-flash-001 |
| Aider | --openai-api-base https://openrouter.ai/api/v1 |
openrouter/anthropic/claude-3.7-sonnet |
openrouter/deepseek/deepseek-chat |
| Continue.dev | OpenRouter provider block in config.json |
claude-3-7-sonnet |
mistralai/codestral-2501 |
Frequently Asked Questions
Common questions developers ask when routing agent traffic through OpenRouter.
OpenRouter Configuration Guide: Optimizing Cline, Roo-Code & Cursor for Low Cost
Configuring autonomous coding assistants (such as Cline, Roo-Code, Continue.dev, and Cursor) through OpenRouter allows developers to access over 250 models under a single prepaid API balance with granular provider routing. However, autonomous agent loops generate dozens of recursive tool calls that resend entire repository files. Without **strict provider preferences, model fallbacks, and daily budget limits**, an autonomous agent task can consume hundreds of thousands of un-cached tokens. Correctly structuring OpenRouter endpoints reduces coding session expenses by **85%**.
Recommended Model Routing Hierarchy for Autonomous Coding
| Workflow Step | Recommended OpenRouter Model ID | Primary Provider Route | Input ($/M) | Output ($/M) |
|---|---|---|---|---|
| Routine Coding & Tests | deepseek/deepseek-chat |
DeepSeek / DeepInfra | $0.14 (hit) / $0.55 | $2.19 |
| Fast Autocomplete / Lint | qwen/qwen-2.5-coder-32b-instruct |
Together / DeepInfra | $0.07 | $0.16 |
| Complex Architecture | anthropic/claude-3.5-sonnet |
Anthropic (Prompt Cache) | $0.30 (hit) / $3.00 | $15.00 |
| Deep Logic Debugging | openai/o3-mini |
OpenAI (Reasoning) | $0.55 (hit) / $1.10 | $4.40 |
Optimized Cline OpenRouter Settings Configuration
{
"apiProvider": "openrouter",
"openRouterModelId": "deepseek/deepseek-chat",
"openRouterBaseUrl": "https://openrouter.ai/api/v1",
"apiKey": "${OPENROUTER_API_KEY}",
"customPrompt": "CONSTRAINTS: 1. Generate strictly git diff format edits. 2. Do not re-read unchanged files. 3. Execute unit tests in single compound bash commands to preserve agent turns.",
"openRouterModelInfo": {
"contextWindow": 64000,
"maxTokens": 4096
}
}
Production SRE Guardrails
- Enforce Daily Account Spend Limits: In your OpenRouter account settings, configure a hard daily spending limit (e.g. $10.00/day). If an autonomous coding agent enters an infinite retry loop while fixing a broken build, the spend cap halts executions before draining balance reserves.
- Provider Order Preference: In agent system settings, specify `provider: { order: ["DeepInfra", "Together"], allow_fallbacks: true }`. This guarantees your tasks execute on the lowest-cost host while maintaining automatic failover protection during host outages.
Does OpenRouter support prompt caching for coding assistants?
Yes. OpenRouter automatically supports prompt caching for Anthropic, OpenAI, and DeepSeek models. When you resend repository maps across iterative coding turns, cached input prefixes receive the full 75% to 90% provider discount.
How can teams monitor individual developer API consumption on OpenRouter?
OpenRouter allows organizations to provision separate API keys for individual developers with custom spending limits, detailed usage graphs, and model whitelisting rules, making team budgeting completely transparent.
OpenRouter Provider Routing Rules & Custom Data Privacy Controls
When routing automated coding agent tasks through OpenRouter, developers can enforce strict data governance rules directly via HTTP request headers. Setting `privacy_leak: false` or configuring explicit provider whitelists in the OpenRouter dashboard prevents prompts and proprietary codebase files from being routed to untrusted third-party hosts or providers that log user inputs for model training. Furthermore, specifying multiple ordered models in the `models` array enables automated waterfall failover: if Claude 3.5 Sonnet returns an HTTP 429 rate limit error, the proxy seamlessly cascades to DeepSeek-V3 or Qwen 2.5 Coder in milliseconds.
OpenRouter Context Caching & Token Economics for Multi-File Refactoring
Large-scale code refactoring frequently sends whole repository AST maps and multi-thousand line files repeatedly across consecutive agent turns. OpenRouter supports automated prompt caching pass-through for providers offering context cache discounts (including Anthropic and Google Gemini). Repeated prompt prefixes benefit from up to 90% cost reductions and 80% latency improvements, allowing autonomous coding loops to run comprehensive test suites and iteratively debug complex monorepos without ballooning API bills.
Multi-Provider Model Routing: OpenRouter Setup for Cline, Void & Aider
OpenRouter is the premier unified API gateway for artificial intelligence models, routing developer queries across more than 280 commercial and open-weights LLMs through a single OpenAI-compatible API key. Instead of managing separate billing accounts and credit card balances across Anthropic, DeepSeek, Google Cloud, and Together AI, OpenRouter provides unified balance tracking, automatic failover routing, and competitive spot pricing.
For autonomous coding tools (Cline, Aider, Continue.dev, Void Editor), OpenRouter enables fallback cascades: if DeepSeek's official cluster experiences a 429 rate limit or outage, OpenRouter automatically fails over to Fireworks AI or Together AI with zero client disruption.
Top Coding Models on OpenRouter (March 2026)
| Model ID | Provider / Backend | Input Rate / 1M | Output Rate / 1M | Context Window |
|---|---|---|---|---|
| deepseek/deepseek-chat | DeepSeek-V3 Official | $0.14 / 1M | $0.28 / 1M | 64,000 tokens |
| anthropic/claude-3.7-sonnet | Anthropic (with Thinking) | $3.00 / 1M | $15.00 / 1M | 200,000 tokens |
| qwen/qwen-2.5-coder-32b-instruct | Together AI / OpenRouter | $0.80 / 1M | $0.80 / 1M | 131,072 tokens |
| google/gemini-2.0-flash-001 | Google AI Studio | $0.10 / 1M | $0.40 / 1M | 1,048,576 tokens |