# NadirClaw vs OpenRouter > Both NadirClaw and OpenRouter give you access to multiple LLM providers through a single API. But they solve different problems and work in fundamentally different ways. - Skill: `tools-only/nadirclaw-vs-openrouter` (Agent Skill, multi-file: 3 files) - Install (CLI): `npx skillmds@latest add tools-only/nadirclaw-vs-openrouter` - Raw SKILL.md: https://api.skillmd.com/api/skills/tools-only/nadirclaw-vs-openrouter/raw - Safety review: pending (external: skill-scanner PASS, skillspector PASS) - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: Coding & Dev Tools - Author: tools-only (https://skillmd.com/u/tools-only) - Updated: 2026-09-29 - Page: https://skillmd.com/skills/tools-only/nadirclaw-vs-openrouter --- # NadirClaw vs OpenRouter Both NadirClaw and [OpenRouter](https://openrouter.ai) give you access to multiple LLM providers through a single API. But they solve different problems and work in fundamentally different ways. ## TL;DR | | NadirClaw | OpenRouter | |---|---|---| | **What it does** | Routes prompts to the right model automatically | Gives you access to many models via one API | | **Runs where** | Locally on your machine | Cloud service | | **Routing** | Automatic — classifies every prompt in ~10ms | Manual — you pick the model per request | | **Cost** | Free (open source) + you pay providers directly | Markup on provider pricing | | **Privacy** | Prompts never leave your machine (except to your chosen provider) | Prompts pass through OpenRouter's servers | | **Latency** | Direct to provider (no middleman) | Extra hop through OpenRouter | | **Subscription support** | Use your existing ChatGPT/Claude/Gemini subscription via OAuth | API keys only | | **Local models** | Native Ollama support | No local model support | ## The Core Difference **OpenRouter** is a unified API gateway. You send a request, you choose the model, OpenRouter forwards it. It's a proxy that simplifies multi-provider access. **NadirClaw** is an intelligent router. You send a request, NadirClaw decides which model should handle it based on the prompt complexity. Simple questions go to cheap/free models, complex tasks go to premium models — automatically. ``` OpenRouter: You pick the model ──> OpenRouter ──> Provider NadirClaw: You send the prompt ──> NadirClaw classifies it ──> Right model ``` ## Why This Matters Without routing, you're either overpaying or underserving:

Typical LLM usage distribution

Most prompts (55%+) are simple — "what does this error mean?", "rename this variable", "summarize this". Sending these to GPT-4.1 or Claude Opus costs 10-50x more than Gemini Flash or a local Ollama model, with no quality difference. Without routing, your premium quota burns out fast:

Quota usage without routing

NadirClaw makes sure premium models are reserved for prompts that actually need them. ## Feature Comparison ### Routing Intelligence | Feature | NadirClaw | OpenRouter | |---|---|---| | Auto model selection | Sentence-embedding classifier (~10ms) | No (you pick the model) | | Agentic task detection | Detects tool use, agent loops, system prompts | No | | Reasoning detection | Routes chain-of-thought to reasoning models | No | | Session persistence | Pins model for multi-turn conversations | No | | Context window filtering | Auto-swaps when conversation exceeds context | No | | Rate limit fallback | Auto-retries then falls back to other tier | Returns error | ### Cost | | NadirClaw | OpenRouter | |---|---|---| | Software cost | Free (MIT license) | Free tier + paid plans | | Model pricing | Direct provider pricing (no markup) | Provider price + markup | | Subscription support | Use ChatGPT/Claude/Gemini subscriptions via OAuth | API keys only | | Local models | Ollama (free, unlimited) | Not supported | | Savings mechanism | Routes 55%+ of prompts to free/cheap models | None (you pay for what you pick) | ### Privacy and Control | | NadirClaw | OpenRouter | |---|---|---| | Where it runs | Your machine | OpenRouter's cloud | | Data routing | Direct to provider | Through OpenRouter servers | | Open source | Yes (MIT) | No | | Customizable | Full control over routing logic | Limited to API options | | Self-hosted | Always | No | ### Provider Support | | NadirClaw | OpenRouter | |---|---|---| | OpenAI | Yes | Yes | | Anthropic | Yes | Yes | | Google Gemini | Yes (native SDK, not proxied) | Yes | | DeepSeek | Yes | Yes | | Ollama (local) | Yes | No | | Other providers | Via LiteLLM (100+ providers) | 200+ models | | OAuth login | OpenAI, Anthropic, Google | No | ## When to Use What ### Use NadirClaw if you: - Want to **save money automatically** without thinking about which model to use - Use **coding agents** (Codex, Claude Code, Cursor) that make many LLM calls per session - Have a **ChatGPT/Claude/Gemini subscription** and want to use it programmatically - Want to run models **locally with Ollama** alongside cloud models - Care about **privacy** — your prompts go directly to the provider, not through a third party - Want **full control** — it's open source, runs locally, and you can customize everything ### Use OpenRouter if you: - Need access to **many models** and want to pick them manually - Don't want to run anything locally - Need a **hosted solution** with no setup - Want to compare outputs across many models side by side ## Quick Comparison: A Coding Session A typical 2-hour coding session with an AI agent generates ~150 LLM calls: | | Without Routing | With NadirClaw | |---|---|---| | Simple prompts (55%) | 83 x Claude Sonnet = ~$3.70 | 83 x Gemini Flash = ~$0.04 | | Complex prompts (30%) | 45 x Claude Sonnet = ~$2.00 | 45 x Claude Sonnet = ~$2.00 | | Reasoning (15%) | 22 x Claude Sonnet = ~$1.00 | 22 x o3 = ~$0.90 | | **Total** | **~$6.70** | **~$2.94** | | **Savings** | — | **~56%** | With a subscription (OAuth), the savings are even larger since simple prompts go to Gemini's free tier. ## Getting Started ```bash pip install nadirclaw nadirclaw setup nadirclaw serve ``` That's it. Point your AI tool at `http://localhost:8856/v1` and NadirClaw handles the rest. [Back to README](../README.md)