Bifrost vs Cloudflare AI Gateway
Bifrost
getmaxim.ai
Cloudflare AI Gateway
cloudflare.comSide by side
| Figure | Bifrost | Cloudflare AI Gateway |
|---|---|---|
| Price from | Free | Free |
| Free plan | Yes | Yes |
| Free trial | Yes | — |
| Open source | Yes | — |
| Web | Yes | Yes |
| Windows | Yes | — |
| macOS | Yes | — |
| Linux | Yes | — |
| API | Yes | Yes |
| Self-hosted | Yes | — |
| Plans published | 2 | 3 |
| Spec score · LLM Gateway Software | 9.0 (#2) | 8.7 (#5) |
| Spec score · LLM gateways | 9.0 (#4) | 7.9 (#18) |
| Notable news | Product Hunt records Bifrost's launch on August 6, 2025 and ranks it third product of the day. | Cloudflare announced identity-aware AI Gateway and User Insights on August 5, 2026, adding verified-user attribution, spend controls and anomaly signals. |
| What it does | Bifrost is an enterprise AI gateway and control plane that routes, governs and secures model calls, MCP tool calls and agent activity. | Cloudflare AI Gateway is a managed control plane that routes AI application traffic through one gateway for visibility, controls, billing and logs. |
Plans
Cloudflare AI Gateway
- AI Gateway corePriced on request
- AI Gateway coreFree
- Cloudflare AI Gateway listingPriced on request
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.
Cloudflare AI Gateway
Cloudflare AI Gateway has no write-up on Specifiction yet; its figures are above.