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SPECIFICTION
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Bifrost vs ZenMux

Bifrost

getmaxim.ai

ZenMux

zenmux.ai

Side by side

FigureBifrostZenMux
Price fromFree$20/mo
Free planYesYes
Free trialYes—
Open sourceYes—
WebYesYes
WindowsYes—
macOSYes—
LinuxYes—
APIYesYes
Self-hostedYes—
Plans published24
Spec score · LLM Gateway Software9.0 (#2)7.5 (#27)
Spec score · LLM gateways9.0 (#4)7.8 (#23)
ObservabilityBuilt-in observability includes OpenTelemetry support and a dashboard for request monitoring.The platform provides API request logs and analytics for costs, usage, and performance.
SupportOSS includes documentation, community, and self-management support, while Enterprise offers SLA-backed support and direct access to engineers.ZenMux lists technical support by email and says it typically responds within 24 hours.

Plans

Bifrost

  • OSSFree
  • EnterprisePriced on request

Bifrost pricing →

ZenMux

  • FreeFree
  • Starter$20 a month
  • Max$100 a month
  • Ultra$200 a month

ZenMux pricing →

In their own words

Bifrost

Bifrost is an AI gateway and control plane for directing, governing, and securing traffic involving model calls, MCP tools, and agents. It connects to more than 20 AI providers through one OpenAI-compatible API. Routing tools include weighted load balancing, retries, automatic provider failover, and semantic caching. Virtual keys let teams apply permissions, budgets, rate limits, and routing rules by consumer. Bifrost can connect with external MCP servers and present their tools to clients such as Claude Desktop. Its documented SDK integrations include OpenAI, Anthropic, Google GenAI, LiteLLM, and LangChain. Request monitoring, Prometheus metrics, and OpenTelemetry tracing integrations provide observability. The free OSS edition is for developers, small teams, and self-managed deployments; it can run via NPX, Docker, Kubernetes, or Go binary. Enterprise adds SSO, role-based access, audit logs, guardrails, vault integrations, and private VPC deployments. Enterprise pricing is custom, with a 14-day trial on an enterprise license.

Visit getmaxim.ai

ZenMux

ZenMux has no write-up on Specifiction yet; its figures are above.

Visit zenmux.ai