ModelsAgree

Head-to-head

LiteLLM vs Portkey

LiteLLM leads: the AI models rank it above its rival on 6 of 6 shared leaderboards. Based on how ChatGPT, Claude, Gemini & Grok rank both across 6 shared leaderboards — re-polled on demand, reasoning shown verbatim.

LiteLLM6 wins
Portkey0 wins

Why the models rank LiteLLM — on best api gateways for ai and llm apis

The de facto open-source standard for LLM gatewaying — a self-hosted proxy that normalizes 100+ providers to the OpenAI format with virtual keys, per-team budgets, rate limits, caching, fallbacks, and spend tracking; free to run, huge community, and it solves the exact problem (multi-provider routing + cost governance) most teams actually have. Assumption: the typical practitioner is a platform/ML engineer standing up an internal LLM proxy.

Why the models rank Portkey — on best api gateways for ai and llm apis

Best overall balance of a universal API, fallbacks, conditional routing, load balancing, retries, circuit breakers, caching, budgets, guardrails, and strong observability; near-tied with LiteLLM, but easier for a typical team to operate

More head-to-heads

Rankings move. Know when this flips.

The 3 biggest AI-ranking flips, one short email a week.

Ranks from the merged 4-model leaderboards · re-polled on demand · methodology