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Maxim AI

Maxim AI

Launching Bifrost- The fastest LLM gateway

5.0
•5 reviews•

1K followers

Launching Bifrost- The fastest LLM gateway

5.0
•5 reviews•

1K followers

Visit website
Engineering & Development
•
AI
Maxim is an end-to-end AI simulation and evaluation platform (including for the last mile of human-in-the-loop) that empowers modern AI teams to ship their AI agents with quality, reliability, and speed. Its developer stack comprises tools for the full AI lifecycle: experimentation, pre-release testing, and production monitoring & quality checks. Maxim's enterprise-grade security and privacy compliance, including SOC2 Type II, HIPAA, and GDPR, ensures that your data is always protected.
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Launched this week
#3
Day Rank
Company Info
getmaxim.aiGitHub
Maxim AI Info
Launched in 2024View 2 launches
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This is the 2nd launch from Maxim AI. View more
Bifrost

Bifrost

Launched this week
The fastest LLM gateway in the market
Bifrost was ranked #3 of the day for August 6th, 2025
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.
Bifrost gallery image
Bifrost gallery image
Bifrost gallery image
Bifrost gallery image
Free
Launch tags:
Open Source•Developer Tools•Artificial Intelligence
Launch Team / Built With
Chris MessinaAkshay DeoVG
shadcn/ui
Go Language
GORM

What do you think? …

Akshay Deo
Akshay Deo
Maxim AI

Maxim AI

Maker
📌

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.

Report
3d ago
Porush Puri
Porush Puri

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

Report
1d ago
Joey Judd
Joey Judd
BestPage.ai

BestPage.ai

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.

Report
2d ago
Pratham Mishra
Pratham Mishra
Maxim AI

Maxim AI

Maker

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

Report
2d ago
Pratham Mishra
Pratham Mishra
Maxim AI

Maxim AI

Maker

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

Report
2d ago
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Forum Threads

Maxim AIp/maxim-aiAkshay Deo
Akshay Deo
•

6d ago

MCP is great but nailing tool call accuracy is difficult!

Getting tool call accuracy right is key for a smooth Agent UX. In our latest benchmarking post (link in the comments), we break down how adding more context or tools to your prompts can actually make accuracy drop from 73 percent to 66 percent.

Want to keep your agents sharp? Check out this quick demo on how to set up continuous evaluation using Maxim AI.

Ready to level up your agents? See how Maxim can help you build high-quality, reliable agents that deliver real results - https://evals.run

Maxim AIp/maxim-aiAkshay Deo
Akshay Deo
•

5mo ago

Maxim's Agent Simulation Goes Live on Product Hunt on March 11th

As we spoke with more and more teams trying to build and test complex AI agents, we realized that evaluating multi-turn agentic interactions is still a major challenge across use cases, from customer support to travel.

We are launching Maxim s agent simulation to help teams save hundreds of hours in testing and optimizing AI agents.

Maxim AIp/maxim-aiAkshay Deo
Akshay Deo
•

5mo ago

Ensuring the quality of your customer support agents with AI-powered simulations 

Your customer support agents are the frontline of your business but how do you ensure they re truly excelling? Traditional evaluation methods are tedious and struggle to capture real-world complexities. That s where simulations make the difference replicating dynamic, multi-turn interactions to uncover gaps, optimize responses, and refine quality at scale.

The most pressing challenges with testing agentic interactions are:

View all
5.0
Based on 5 reviews
Review Maxim AI?
Reviews
Helpful
Rajaswa Patil
Rajaswa Patil
•1 review
One of the best platforms out there for LLM Observability and Evaluations. Makes it super convenient to connect all stages of the AI Development/Evaluation lifecycle: pre-release testing/experiments, live observability/evaluations, and feedback/review!
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5mo ago
Sudhakar
Sudhakar
•1 review
Used Maxim for bench-marking the different prompts and models. This is especially effective when combined with continuous changes in application requirements and backend model versions. The service helps developers as well as product managers to judge the health and efficiency of the AI systems.
Report
9mo ago
Kritika
Kritika
•1 review
Maxim’s platform has greatly helped improve the quality of our AI applications and productivity of our team.
Report
9mo ago