One API, Multiple LLMs with OpenRouter.ai
LLMs such as Claude 4, GPT-4o, and Llama come from various providers, each having their own billing systems (typically credit-based), separate API keys, and individual setups.
While sticking with one provider like OpenAI or Anthropic might seem easier, it limits your flexibility, like performing A/B tests across different AI models.
Additionally, dependency on a single provider could leave your application vulnerable if the provider experiences downtime/degradation.
They go down, you go down π
On the other hand, choosing multiple providers comes with it’s own challenges like:
- Setting up individual accounts with each provider.
- Managing credits independently.
- Generating separate API keys.
- Handling multiple SDK integrations within your application.
OpenRouter.ai solves these challenges by acting as a unified API gateway.
Single API, Multiple LLM models
With OpenRouter, all you need is a single account and one credit management system to seamlessly access multiple models.
Hereβs an example:
curl https://openrouter.ai/api/v1/chat/completions \
-H "Authorization: Bearer <OPENROUTER_API_KEY>" \
-H "Content-Type: application/json" \
-d '{
"model": "openai/gpt-4o",
"messages": [{ "role": "user", "content": "What is the meaning of life?" }]
}'
If you want to use a different LLM model, simply change the model
parameter.
Here are TLDR version of what are all the other things that you get from it as well:
- Unified Billing & Analytics
- Automatic Fallback
- OpenAI-Compatible Tooling
- Key Provisioning & Rotation
- Bring Your Own Key - BYOKβwith a 5% markup charged from your credits.
Integrate with OpenAI-Compatible SDK
Integration is straightforward
Just change the base URL in your SDK configuration:
from openai import OpenAI
client = OpenAI(
base_url="https://openrouter.ai/api/v1",
api_key="<OPENROUTER_API_KEY>",
)
completion = client.chat.completions.create(
model="openai/gpt-4o",
messages=[
{
"role": "user",
"content": "What is the meaning of life?"
}
]
)
print(completion.choices[0].message.content)
For more features and detailed information, check out OpenRouter’s official documentation.
Happy building apps!
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