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CompareBifrost vs OpenLIT

Bifrost vs OpenLIT

A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Bifrost starts at See pricing page and OpenLIT starts at See pricing page. Check both pricing pages for current plans.

Bifrost

Open-source AI gateway for routing, governing and monitoring LLM calls

Freemium
Visit Bifrost Details
OpenLIT

Open-source observability and evals for LLM apps and agents

Freemium
Visit OpenLIT Details
VS

At a glance

Bifrost
OpenLIT

Best for

Open-source AI gateway for routing, governing and monitoring LLM calls
Open-source observability and evals for LLM apps and agents

Category

Models & APIs
Models & APIs

Pricing model

Freemium
Freemium

Starting price

See pricing page
See pricing page

Free plan

Yes
Yes

Made by

Maxim AI
OpenLIT

Based in

–
–

Rating

No ratings yet
No ratings yet

Key features

  • Drop-in SDK replacement
  • Multi-provider routing
  • Budgets and virtual keys
  • Guardrails
  • MCP gateway
  • OpenTelemetry metrics and traces
  • LLM and agent tracing
  • Evals
  • Guardrails
  • Prompt management
  • Cost and GPU monitoring
Bifrost compared with OpenLIT
FeatureBifrostOpenLIT
Best forOpen-source AI gateway for routing, governing and monitoring LLM callsOpen-source observability and evals for LLM apps and agents
CategoryModels & APIsModels & APIs
Pricing modelFreemiumFreemium
Starting priceSee pricing pageSee pricing page
Free planYesYes
Made byMaxim AIOpenLIT
Based in––
RatingNo ratings yetNo ratings yet
Key features
  • Drop-in SDK replacement
  • Multi-provider routing
  • Budgets and virtual keys
  • Guardrails
  • MCP gateway
  • OpenTelemetry metrics and traces
  • LLM and agent tracing
  • Evals
  • Guardrails
  • Prompt management
  • Cost and GPU monitoring

Both offer: Guardrails.

Pricing compared

Bifrost starts at See pricing page and OpenLIT starts at See pricing page. Check both pricing pages for current plans.

Bifrost
OpenLIT

Free plan

Yes
Yes

Cheapest paid plan

Not listed
Not listed

Top plan

–
–

Free trial

14 days
–

2 plans

  • OSS

    Free

    • Self-hosted via Docker, K8s or binary
    • Drop-in SDK replacement
    • OTel metrics and traces
    • Community support
  • Enterprise

    Contact sales

    • 14-day free trial
    • Licensed enterprise features
Bifrost pricing

2 plans

  • Open source

    Free

    • Self-hosted
    • Tracing, evals and prompt management
    • Apache 2.0
  • Enterprise

    Contact sales

    • Role-based access control
    • Audit logs
    • Alerts to Slack and PagerDuty
OpenLIT pricing

Prices in USD, checked Oct 29, 2026 or later. Plans change often, so confirm on each tool's site before you buy.

Pros and cons

Bifrost

  • Free open-source self-hosted version
  • One-line switch from provider SDKs
  • Low added latency per request
  • Enterprise pricing requires contacting sales
  • Self-hosting needs ops work
  • Governance features sit in Enterprise

OpenLIT

  • Free to self-host
  • Built on OpenTelemetry
  • Covers tracing, evals and prompts
  • Hosted version is not yet available
  • Enterprise features need a license
  • Requires running your own infrastructure

Which one should you choose?

Choose Bifrost if you want:

  • Free open-source self-hosted version
  • One-line switch from provider SDKs
  • Low added latency per request

Watch out: enterprise pricing requires contacting sales.

Choose OpenLIT if you want:

  • Free to self-host
  • Built on OpenTelemetry
  • Covers tracing, evals and prompts

Watch out: hosted version is not yet available.

Bifrost vs OpenLIT FAQ

What is the difference between Bifrost and OpenLIT?

Bifrost: Open-source AI gateway for routing, governing and monitoring LLM calls. OpenLIT: Open-source observability and evals for LLM apps and agents. Both are models & apis tools.

Is Bifrost or OpenLIT cheaper?

Bifrost starts at See pricing page and OpenLIT starts at See pricing page. Check both pricing pages for current plans.

Do Bifrost and OpenLIT have free plans?

Bifrost: Yes. OpenLIT: Yes.

Who makes Bifrost?

Bifrost is made by Maxim AI.

Who makes OpenLIT?

OpenLIT is made by OpenLIT.

Which should I choose, Bifrost or OpenLIT?

Choose Bifrost if you value free open-source self-hosted version and one-line switch from provider sdks. Choose OpenLIT if you value free to self-host and built on opentelemetry.

More comparisons

Bifrost alternatives

  • Bifrost vs Respan
  • Bifrost vs Langfuse
  • Bifrost vs Opik
  • Bifrost vs Arize AI
  • Bifrost vs Stacklok

OpenLIT alternatives

  • OpenLIT vs Langfuse
  • OpenLIT vs Pydantic Logfire
  • OpenLIT vs Opik
  • OpenLIT vs Arize AI
  • OpenLIT vs Respan

Compare Bifrost with another tool

First tool
Bifrost
vs