Handling Model Switching Across Multiple AI Providers in Production
Cultural_Anybody9530 · reddit · 2026-08-12
A developer initiated a discussion on managing the complexity of different API formats, pricing, and rate limits when integrating multiple AI model providers.
The author compares three main approaches:
- Maintaining separate integrations for each provider.
- Using an abstraction layer.
- Building a custom routing layer.
They also shared experiences testing gateways like OpenRouter, Requesty, and OfoxAI, emphasizing the trade-offs between compatibility, pricing, model availability, and control.
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