Chris Messina

Bifrost - The fastest LLM gateway in the market

Bifrost is the fastest, open-source LLM gateway with built-in MCP support, dynamic plugin architecture, and integrated governance. With a clean UI, Bifrost is 40x faster than LiteLLM, and plugs in with Maxim for e2e evals and observability of your AI products.

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Akshay Deo

Hello PH community, I am Akshay from Maxim, and today we’re excited to officially announce the launch of Bifrost, a blazing-fast LLM gateway built for scale.

What is it?

Bifrost is the fastest, fully open-source LLM gateway that takes <30 seconds to set up. Written in pure Go (A+ code quality report), it is a product of deep engineering focus with performance optimized at every level of the architecture. It supports 1000+ models across providers via a single API.

What are the key features?

  • Robust governance: Rotate and manage API keys efficiently with weighted distribution, ensuring responsible and efficient use of models across multiple teams

  • Plugin first architecture: No callback hell, simple addition/creation of custom plugins

  • MCP integration: Built-in Model Context Protocol (MCP) support for external tool integration and execution

The best part? It plugs in seamlessly with Maxim, giving end-to-end observability, governance, and evals empowering AI teams -- from start-ups to enterprises -- to ship AI products with the reliability and speed required for real-world use.

Why now?

At Maxim, our internal experiments with multiple gateways for our production use cases quickly exposed scale as a bottleneck. And we weren’t alone. Fast-moving AI teams echoed the same frustration – LLM gateway speed and scalability were key pain points. They valued flexibility and speed, but not at the cost of efficiency at scale.

That’s why we built Bifrost—a high-performance, fully self-hosted LLM gateway that delivers on all fronts. With just 11μs overhead at 5,000 RPS, it's 40x faster than LiteLLM.

We benchmarked it against leading LLM gateways - here’s the report.

How to get started?

You can get started today at getmaxim.ai/bifrost and join the discussion on Bifrost Discord. If you have any other questions, feel free to reach out to us at contact@getmaxim.ai.

Porush Puri

@akshay_deo  Wow, this is super cool, looking forward to using it! Congrats on the launch!

Joey Judd

Whoa, love seeing a blazing-fast LLM gateway! Juggling slow API calls has been a pain for my side projects—can’t wait to see how much Bifrost speeds things up.

Pratham Mishra

@joey_zhu_seopage_ai Thanks! We’d love to hear how it performs in your setup.

Pratham Mishra

Hi, I’m Pratham.

I’ve been building products for a while now, and over time I’ve become deeply invested in backend systems that don’t just work, they scale, stay lean, and never get in your way. That’s the philosophy behind Bifrost, the open-source LLM gateway we’ve been building in Go.

Here’s what we focused on:

  • Architecture-first — so adding features never compromises performance.

  • Go, done right — full use of its concurrency and memory optimization features.

  • Lightweight core — with a powerful plugin system to toggle features like switches.

  • Multi-transport native — HTTP, gRPC(planned), and more coming in.

The result? A self-hosted gateway with ~11µs mean overhead at 5K RPS, support for every major LLM provider, built-in monitoring, hot-reloadable config, governance controls, and a clean UI built for production from day one.

You can get started here: getmaxim.ai/bifrost

Join the Discord to geek out with us: getmax.im/bifrost-discord

Subhadip Saha

Incredible work! 40x faster than LiteLLM is no joke. The built-in governance and plugin architecture show how well this is thought out. Upvoted!

Pratham Mishra

@subhh Thanks a lot, really appreciate it!

Manu Goel
Launching soon!

Good one. love the focus on engineering aspects!

Akshay Deo

@manu_goel2 Thanks, Manu. We believe that at scale, all these small but impactful decisions that save you milliseconds really matter. That’s at the heart of both Bifrost and Maxim.

Madalina B

Looks great, congratulations team

Pratham Mishra

@madalina_barbu Thank you!

Kevin Kelleher
Launching soon!

Congrats team on the launch! Really impressive performance and the docs are clear. I'm currently using LiteLLM's Python SDK and haven't noticed performance to be too much of an issue - what are some other reasons besides performance I should consider switching to Bifrost?

Akshay Deo

@k_kelleher Thanks, Kevin. If you’re using the LiteLLM Python SDK, Bifrost isn’t a replacement for that right now. But if you’re using the LiteLLM proxy or gateway, that’s where Bifrost shines as a drop-in replacement — and it can improve P99 latency by almost 90x at higher throughputs like 5k RPS.

Ghulam Abbas
Launching soon!

Huge congratulations on the launch! Good luck!!
What's plugin first architecture? Any plugins available out of the box?

Pratham Mishra

@abbas143official Thanks you!

By plugin-first architecture, we mean that Bifrost keeps the core LLM gateway super lightweight, everything else like logging, monitoring, governance, etc. is modular and runs as plugins, meaning you can easily toggle these on/off and remove them from stack completely without touching the core. Plus, you can very easily make your own plugins and add it to the stack.

Out of the box, we include plugins for Prometheus metrics, logging, governance, and Maxim's observability. We also maintain an active directory of community plugins in our repo, feel free to explore.

Sean Howell

Pratham, glad for the extra insights on the lightweight elements and fast api calls.

Pratham Mishra

@howell4change Thank you! Happy to share more about the architecture and the thinking behind Bifrost anytime.

David Neira

Congrats on your launch 🎉🎉

Giuseppe Cosenza

We needed it, great job guys!💪

Joseph Kim

Oh yeah buddy, this is something special. Congrats on your launch 👏

Anthony Latona

Definitely looks like it'll save devs tons of integration time while opening up additional features. Great looking interface too!

Congrats on the launch!

Akshay Deo

@anthony_latona Thanks a ton!

Bhavya Arora
Launching soon!

Bifrost is a blazing-fast, open-source LLM gateway with failover, governance, and observability built in.

vivek sharma

Maxim is the kind of platform serious AI teams have been waiting for full-lifecycle tooling from experimentation to production, plus human-in-the-loop support for that critical last mile. Add enterprise-grade compliance and you’ve got speed, reliability, and trust in one stack.

Akshay Deo

@vivek_sharma_25 Thanks, Vivek. We’ve done our best to cover the entire AI development workflow, all backed by a solid data pipeline.

Audrey Lin

Love the UI – clean and focused. So excited to use it!!

Jiamei Liu

Seriously impressed by the speed claims and how polished the UI looks. This feels like a must-try for anyone building with LLMs. Congrats!

Dias Junussov

Looks very promising! A fast and open-source LLM gateway is exactly what many developers need. Great work!

Harkirat Singh

This looks super interesting. All the best to @akshay_deo @vgatmaxim and team.

geno jose

This is exceptional, and would change the way LLMs are deployed en masse. More power to the team!