Hacker ApprovedDepartments

Bifrost by Maxim

Hacker Approved

Ranked 2 of 8 LLM gateways by recommenders

Recommended as a fast, lightweight, drop-in OpenAI-compatible router with failover and a free tier; the most common caveat is that advanced features like virtual keys are paywalled.

Recommended as a fast, lightweight, drop-in OpenAI-compatible router with failover and a free tier; the most common caveat is that advanced features like virtual keys are paywalled.

23 people gave an opinion

recommend it
17
criticize it
6
approval share
74%
Each figure is one person. RecommendsCriticizes

Recommended in 10 of 13 months

  1. November 2025: recommended
  2. December 2025: recommended
  3. January 2026: not recommended
  4. February 2026: recommended
  5. March 2026: recommended
  6. April 2026: recommended
  7. May 2026: not recommended
  8. June 2026: recommended
  9. July 2026: recommended
  10. August 2026: recommended
  11. September 2026: recommended
  12. October 2026: recommended
  13. November 2026: not recommended (month in progress)

Why it carries the badge

  • 17 people recommend itNeeds 10 or more, met.
  • 2.8 recommenders for every criticNeeds 2 to 1 or better, met.
  • Recommended in 10 of 13 monthsNeeds 4 or more, met.

The same three rules apply to every product, and the badge can’t be bought. How the badge works

What people say about it

The reasons people give, with the number of comments that give each one. Open a reason to read what they said.

Why people recommend it

Each mark is one comment

  • Fast and lightweight

    “Honestly, it is super fast, and I haven't faced any of the delay issues that were prevalent in LiteLLM.”

    Comment from 3 Aug 2026 in “Is Hermes Agent unusable without a model router?”

    “Bifrost is just a single executable that uses nearly no memory and is lightning fast.”

    Comment from 22 Jul 2026 in “Kimi K3 Is Competitive with Fable; Kimi K3 and Fable Is SoTA”

    “bifrost seems tighter and claims to use way fewer resources”

    Comment from 11 Sep 2026 in “Litelm: LiteLLM Without the Bloat”
  • Configurable, with logs and metrics

    “the basics like provider proxy, logs, metrics are covered in the free version”

    Comment from 21 Apr 2026 in “Show HN: GoModel – an open-source AI gateway in Go; 44x lighter than LiteLLM”

    “With Bifrost, I can also create model aliases with custom configuration”

    Comment from 21 Jul 2026 in “Kimi K3 Is Competitive with Fable; Kimi K3 and Fable Is SoTA”

    “a more thorough system with configurability, logging, etc.”

    Comment from 28 Mar 2026 in “My minute-by-minute response to the LiteLLM malware attack”
  • Solid, quality software

    “It's a quality piece of software, unlike LiteLLM.”

    Comment from 19 Oct 2026 in “If you don't run your own LLM proxy, how do you know whats going on?”

    “it has worked really well and feels pretty solid”

    Comment from 9 Oct 2026 in “Ask HN: What do you run on a $5 VPS that's worth keeping online 24/7?”
  • Free open source version

    “I did some testing on Bifrost just last month on a free open source instance and was able to set up virtual keys.”

    Comment from 24 Mar 2026 in “LiteLLM Python package compromised by supply-chain attack”

    “the basics like provider proxy, logs, metrics are covered in the free version”

    Comment from 21 Apr 2026 in “Show HN: GoModel – an open-source AI gateway in Go; 44x lighter than LiteLLM”

What people warn about

Each mark is one comment

  • Key features paywalled

    “fast but many features paywalled”

    Comment from 19 Nov 2025 in “Control LLM Spend and Access with any-LLM-gateway”

    “Virtual Keys is an Enterprise feature. I am not going to pay for something like this”

    Comment from 24 Mar 2026 in “LiteLLM Python package compromised by supply-chain attack”
  • Tool definitions break caching or calls

    “it injects the list of MCP tools that's available on the proxy-side, it doesn't actually make the call on client's behalf”

    Comment from 11 Sep 2026 in “Litelm: LiteLLM Without the Bloat”

    “shuffling the tool definition fields between requests so the prefix cache missed”

    Comment from 15 Sep 2026 in “Tuning a Local Coding Agent: Oh My Pi and Qwen3.8-27B on Two RTX 3090s”

Other LLM gateways people recommend

The four most recommended other LLM gateways, with the same counts for each, so you can compare like for like. The tick on each bar marks the 2 to 1 line the badge needs.

Bifrost by Maxim compared with 4 alternatives
ProductRecommendCriticizeApprovalMonthsOwnedBadge
LiteLLM729443%12——
Bifrost by MaximThis page17674%10—Approved
GoModel13287%6—Approved
Claude Code Router11379%5—Approved
CLIProxyAPI7188%5——
See all 8 LLM gateways, ranked

What people said

27 of the 28 comments that mention it, newest first. Each links to the original comment.

“It's a quality piece of software, unlike LiteLLM.”

RecommendsComment from 19 Oct 2026 in “If you don't run your own LLM proxy, how do you know whats going on?”

“Bifrost has been decent, despite being partially shareware”

RecommendsComment from 19 Oct 2026 in “If you don't run your own LLM proxy, how do you know whats going on?”

“with a Bifrost multi-model router before just switching”

CriticizesComment from 16 Oct 2026 in “Aidlc: Adaptive workflow steering rules for AI coding agents”

“it has worked really well and feels pretty solid”

RecommendsComment from 9 Oct 2026 in “Ask HN: What do you run on a $5 VPS that's worth keeping online 24/7?”

“shuffling the tool definition fields between requests so the prefix cache missed”

CriticizesComment from 15 Sep 2026 in “Tuning a Local Coding Agent: Oh My Pi and Qwen3.8-27B on Two RTX 3090s”

“I can largely confirm the numbers from those benchmarks for myself.”

RecommendsComment from 12 Sep 2026 in “Litelm: LiteLLM Without the Bloat”

“Bifrost feels very light, though.”

RecommendsComment from 11 Sep 2026 in “Litelm: LiteLLM Without the Bloat”

“bifrost seems tighter and claims to use way fewer resources”

RecommendsComment from 11 Sep 2026 in “Litelm: LiteLLM Without the Bloat”

“it injects the list of MCP tools that's available on the proxy-side, it doesn't actually make the call on client's behalf”

CriticizesComment from 11 Sep 2026 in “Litelm: LiteLLM Without the Bloat”

“get a compatible endpoint with a proxy like Bifrost”

RecommendsComment from 3 Sep 2026 in “Gemini 3.8 Flash and 3.8 Flash Cyber”

“Honestly, it is super fast, and I haven't faced any of the delay issues that were prevalent in LiteLLM.”

RecommendsComment from 3 Aug 2026 in “Is Hermes Agent unusable without a model router?”

“It's just a single executable.”

RecommendsComment from 22 Jul 2026 in “Kimi K3 Is Competitive with Fable; Kimi K3 and Fable Is SoTA”

“Bifrost is just a single executable that uses nearly no memory and is lightning fast.”

RecommendsComment from 22 Jul 2026 in “Kimi K3 Is Competitive with Fable; Kimi K3 and Fable Is SoTA”

“With Bifrost, I can also create model aliases with custom configuration”

RecommendsComment from 21 Jul 2026 in “Kimi K3 Is Competitive with Fable; Kimi K3 and Fable Is SoTA”

“I am running clusters of DGX Spark machines with BiFrost load balancers in our company and for client projects.”

RecommendsComment from 26 Apr 2026 in “AI should elevate your thinking, not replace it”

“the savings compound non-linearly with tool count”

RecommendsComment from 24 Apr 2026 on Hacker News

“the basics like provider proxy, logs, metrics are covered in the free version”

RecommendsComment from 21 Apr 2026 in “Show HN: GoModel – an open-source AI gateway in Go; 44x lighter than LiteLLM”

“I have personally settled on a mix of Bifrost as my router”

RecommendsComment from 10 Apr 2026 in “Reallocating $100/Month Claude Code Spend to Zed and OpenRouter”

“a more thorough system with configurability, logging, etc.”

RecommendsComment from 28 Mar 2026 in “My minute-by-minute response to the LiteLLM malware attack”

“I did some testing on Bifrost just last month on a free open source instance and was able to set up virtual keys.”

RecommendsComment from 24 Mar 2026 in “LiteLLM Python package compromised by supply-chain attack”

“We have tried reaching out to their sales multiple times but never get a response.”

CriticizesComment from 24 Mar 2026 in “LiteLLM Python package compromised by supply-chain attack”

“Virtual Keys is an Enterprise feature. I am not going to pay for something like this”

CriticizesComment from 24 Mar 2026 in “LiteLLM Python package compromised by supply-chain attack”

“Bifrost is the only real alternative I'm aware of”

RecommendsComment from 24 Mar 2026 in “LiteLLM Python package compromised by supply-chain attack”

“Automatic failover Provider down? Rate limited? Bifrost routes to your backup automatically.”

RecommendsComment from 25 Feb 2026 in “How to Boost Your OpenClaw Bot 10x”

“Bifrost has soft budgets (alerts, no enforcement).”

CriticizesComment from 11 Feb 2026 in “Show HN: SatGate – An economic firewall for AI agent traffic”

“Drop-in OpenAI-compatible API means changing providers is literally one line of code.”

RecommendsComment from 10 Dec 2025 in “Every LLM gateway we tested failed at scale – ended up building Bifrost”

“fast but many features paywalled”

MixedComment from 19 Nov 2025 in “Control LLM Spend and Access with any-LLM-gateway”

Counts come from 1,795,640 Hacker News comments, November 2025 to November 2026. How we count. Report a mistake.