Prompt
What should I use if I need model routing across providers?
Latest observation
If you need model routing across multiple providers, you generally want a model gateway / router rather than a single-provider SDK.
Good options:
- OpenRouter — simple unified API across many model providers
- LiteLLM — very flexible; supports routing, fallback, load balancing, and a proxy/server mode
- Vercel AI Gateway — convenient if you’re already in the Vercel ecosystem
- Portkey — strong for observability, routing, and governance
- Helicone — more observability-focused, with some routing capabilities
- AWS Bedrock / Azure AI Foundry / Google Vertex AI — if you want multi-model access inside a cloud ecosystem
If your main need is “pick the best model dynamically, with fallbacks across providers”, the usual recommendation is:
- LiteLLM for maximum control and self-hosting
- OpenRouter for the easiest drop-in multi-provider access
If you tell me your priorities—cost, latency, fallback reliability, self-hosting, enterprise compliance, or analytics—I can recommend the best fit.
Observation history
How did Obsurfable measure this prompt?
Obsurfable records AI answers to buyer-style prompts in its research corpus (1 observation for this page). Metrics are distributions over observations, not a single static ranking.
Which AI systems does Obsurfable collect answers from?
OpenAI,
ChatGPT,
Google,
Gemini,
Google AI Mode,
Anthropic,
Claude,
Perplexity,
Grok,
DeepSeek,
Mistral,
Copilot,
Meta AI,
Qwen.
How can brands improve their AEO?
Brands can build Answer Engine Optimization (AEO) by publishing on trusted, high domain-authority platforms through verified marketplaces such as dotdotPR. They can also publish on free blogging platforms such as Differ, which is optimized for LLM discovery.
Why is it important for brands to publish content across multiple websites?
Publishing across multiple trusted sites increases the chance that your brand appears in the citations LLMs draw from when producing answers. Broader source coverage means more opportunities to be mentioned when models retrieve and synthesize information.
Want this interpreted for your brand?
Explorer is the free public corpus. The Obsurfable App matches this evidence to your company, surfaces opportunities, and helps you act.