OpenRouter
One API and one bill for hundreds of language models
1/2OpenRouter puts a single OpenAI-compatible endpoint in front of more than 500 models from over 80 providers, so switching model or vendor is a string change rather than an integration. Requests can be routed automatically by price or availability, with fallbacks when a provider is down or rate limiting, and preferred vendors and data policies can be set per account. Provider prices are passed through without markup - OpenRouter takes a 5.5 percent fee when you buy credits instead - and bring-your-own-key requests are free up to $25,000 of list-price inference a month on pay-as-you-go, 5 percent after that. The dashboard carries activity logs and exports, budgets and spend controls, prompt caching and a management API for issuing keys, and public rankings show which models real applications are actually using. A free tier covers 25 or more free models at 50 requests a day.
- One OpenAI-compatible API for more than 500 models
- Over 80 providers behind a single endpoint and bill
- Auto-routing with fallbacks when a provider fails
- Provider pricing passed through with no markup
- Bring your own keys within a monthly free allowance
- Prompt caching, budgets and spend controls
- Activity logs and exports for every request
- Rankings showing which models real apps use
Based on what people have said
Every answer links back to the mentions it came fromIs OpenRouter reliable for production use?
Opinions are divided. Some users report that the platform is reliable and performs well, even noting better uptime than underlying providers. Others describe the experience as inconsistent, citing issues with latency, frequent rate limiting, and requests that fail or require manual intervention. Some users specifically avoid the platform's auto-routing feature, preferring to pin requests to specific providers to prevent mid-request failures or tool-calling errors.
18 mentions · r/openrouter · r/openrouter · r/LLMDevs · r/SillyTavernAI · Hacker News · Hacker News · and 6 more · Aug 2026 – Sep 2026
Is it cheaper to use OpenRouter or go directly to model providers?
There is disagreement on this. Some users find OpenRouter cost-effective, noting that it can offer tokens at a discount compared to direct pricing or provide a convenient way to access cheap models. Conversely, others argue that the platform is expensive due to its markup, suggesting that once a specific model is chosen for a workflow, it is more economical to use the provider's own API key to avoid the gateway fee.
14 mentions · r/LLMDevs · Hacker News · r/openrouter · r/LLMDevs · r/AI_Agents · r/openrouter · and 4 more · Aug 2026 – Sep 2026
What are the main benefits of using OpenRouter?
Users highlight the convenience of having a single API and billing point for hundreds of models, which simplifies experimentation and switching between providers. It is frequently praised for its developer experience, allowing users to easily test new models, manage budgets, and access models that might otherwise be difficult to integrate individually.
14 mentions · r/openrouter · r/LocalLLM · r/openrouter · Hacker News · @HarryStebbings · Hacker News · and 7 more · Aug 2026 – Sep 2026
Does OpenRouter log user data?
One user expressed concern that the platform logs data, noting that their previous assumption of privacy was incorrect.
1 mention · r/openrouter · Aug 2026
Are there alternatives to OpenRouter?
Yes, users suggest that similar functionality can be achieved using other gateways or by building custom solutions. Examples mentioned include Bifrost and New-API, or simply using direct provider APIs.
5 mentions · r/LLMDevs · r/openrouter · Hacker News · Aug 2026 – Sep 2026
These summarise counts and dates only. Read the quotes themselves under what people are saying.
What people are saying about OpenRouter
36% positive“It works the best with openrouter”
“openrouter is fine.”
“your OpenRouter models stay as the brain, and the tool calls out to an image provider configured separately. it is under standalone tools in the reference (hermes-agent.nousresearch.com/docs/reference/tools-reference).”
“(Advice, use OpenRouter presets (to learn them simply, do a little conversation with an AI, either point him to the official docs or give it a full preset page and your question, it's really useful to understand what you need, what you will use and what you won't).”
“pinning one cheap paid model and setting a provider allow-list plus an explicit fallback order in the request body got the same triage job done in one pass for me instead of ten minutes of roulette, and that deepseek-v4-flash-0731 "may not exist" message is OpenRouter saying the slug isn't routable on your key, not a Claude bug.”
“If you use the better paid models with OpenRouter, you'll also have a much better experience.”
“I used to ignore some, but nowadays I pin every request to a specific provider, either the author of the model or a really good provider like Baseten. There is so much variability between them that it's the only way to get a reliable result.”
“I cannot work like this. One afternoon, I keep having to restart tasks and workflows, change models over and over.”
“I've added my openrouter keys, and see a bunch of models, but no image gen models.”
“I ignore non-ZDR, slow providers, and handpick my providers on OpenRouter with my custom proxy in the request since OpenRouters routing can switch providers in the middle of the request and mess up tool calling or terminate the request”
“Whenever this happens, I check the activity logs in the OpenRouter dashboard, disable/ignore that specific provider, and restart the chat from scratch—which usually fixes the issue.”
“checking openrouter daily like a stock trader ...”
“At side-project scale OpenRouter is convenient, but you're paying their markup on top of whatever the upstream provider charges, and the free/cheap model list rotates. If the goal is just cheaper tokens, direct APIs beat any gateway most of the time.”
“How it feels watching openrouter everyday to see if there is a new cheap model but when you see the description, you read "optmized for coding/agentic workflows..."”
“I mentioned 2 and a way to increase your openrouter quota. But double check that because I did the $10 for 1k / day on openrouter a long time ago”
“Also, some models on OpenRouter are free although rate-limited, but free, which for random side projects is often all you need, so you can build for basically zero while learning.”
“Openrouter is expensive. Pick a model you want to use from ollama-cloud.”
“Openrouter lists their providers. Find your model. Find the cheapest provider. Go directly to them. Profit.”
“OpenRouter is fine while you're still shopping models. once one model wins a workflow, put that provider's own key in and drop the gateway tax.”
“I started with openrouter too and got confused by all the different providers with weird names, half of them had terrible latency”
“10% markup of OpenRouter is a rip off, and honestly the platform is more confusing than beneficial half the time due to its auto-routing to subpar providers.”
“new dev here, any cheaper gateways than openrouter?”
“OpenRouter’s new Auto Router is the first widely visible confirmation of that gap. Classify the prompt into a task type, then pick from a trailing-window ranking of what the market actually spends on for that task.”
“Right now the advantage of OpenRouter ris that they have a massive amount of real data showing model usage vs. costs. Your self-hosted model won't know that a model released released yesterday or last week is actually the best at your workload unless you're doing the work to test that.”
“You can buy tokens on OpenRouter right now from companies who serve tokens as a business and who are not selling at a loss.The frontier labs have very high prices for inference.”