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Bifrost

Bifrost

The fastest LLM gateway in the market

Overview

What it is

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.

Intent

I need it when

Reduce latency and improve performance of LLM API calls in production

Bifrost is marketed as the fastest LLM gateway, helping teams optimize LLM request performance and reduce latency when calling multiple language models in production environments.

Govern and route AI traffic across multiple LLM providers at scale

Bifrost is positioned as the fastest LLM gateway that enables teams to govern AI traffic across 1000+ models and manage usage across the organization, allowing centralized control of LLM routing and traffic management.

Integrate LLM gateway capabilities with AI evaluation and observability workflows

Bifrost is part of Maxim's integrated stack alongside experimentation, evaluation, and observability tools, allowing teams to manage LLM traffic while simultaneously testing, evaluating, and monitoring AI agents in production.

Implement organizational-level usage controls and cost management for LLM services

Bifrost enables governance of usage across the organization by providing centralized traffic management across 1000+ models, allowing teams to enforce usage policies and control LLM spending at scale.

Drop

Not a fit when

  • Organizations that do not use multiple LLM providers or have minimal LLM traffic governance needs
  • Teams without production AI agents or LLM applications requiring traffic management
  • Companies that prefer lightweight, single-model deployments without cross-model routing requirements
  • Organizations with strict data residency requirements that cannot use cloud-based gateway solutions
  • Teams seeking only prompt engineering tools without LLM gateway and traffic governance capabilities
Commercials

Pricing

Pricing not specified