Bifrost by Maxim AI is an open-source AI gateway for LLMs, MCP and agents with routing, governance, guardrails and observability, supporting 8+ providers and 1000+ models via a drop-in SDK replacement.
FreemiumOpen source
24 alternativesLLM Gateway
vsConfident AI
LLM Gateway vs Confident AI
How do LLM Gateway and Confident AI compare? Here are the facts side by side: pricing, platforms, open-source status and what each one is for.
| Directory detail | LLM Gateway | Confident AI |
|---|---|---|
| What it is | LLM Gateway routes, manages, and analyzes requests across more than 40 language-model providers through one API. | Confident AI provides evaluation, observability, red-teaming, and governance tools for testing and monitoring AI systems. |
| Website | ||
| Type | Online tool | Online tool |
| Topic | ||
| Pricing | Not confirmed | Not confirmed |
| Platforms | Web | Web |
| Open source | Not stated | Not stated |
| Language | English | English |
| Alternatives |
Other options to consider
Sites similar to both LLM Gateway and Confident AI.
Respan unifies LLM observability, evals, prompt optimization, and an AI gateway so teams can ship reliable AI applications.
TensorZero builds open-source tools for production-grade LLM applications: LLM gateway, observability, optimization, evaluations, and experimentation.
Comet's Opik platform provides AI observability, agent testing, evaluation, and monitoring for developers.
LiteLLM provides an AI gateway and LLM proxy with model routing, usage tracking, spend controls, and support for many providers.
Flaq offers one API for accessing AI image, video, 3D, music, and language models.