Bifrost vs Manifest
Bifrost
getmaxim.aiManifest
manifest.buildSide by side
| Figure | Bifrost | Manifest |
|---|---|---|
| Price from | Free | $19/mo |
| Free plan | Yes | Yes |
| Free trial | Yes | — |
| Open source | Yes | Yes |
| Web | Yes | Yes |
| Windows | Yes | — |
| macOS | Yes | — |
| Linux | Yes | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 2 | 4 |
| Spec score · LLM Gateway Software | 9.0 (#2) | 9.0 (#4) |
| Spec score · LLM gateways | 9.0 (#4) | 9.4 (#1) |
| Compliance | The maker states support for SOC 2 Type II, ISO 27001, HIPAA and GDPR requirements. | The Enterprise plan lists HIPAA and custom BAAs, SSO/SAML, audit logs, custom retention, and a contractual uptime SLA. |
| Notable news | Product Hunt records Bifrost's launch on August 6, 2025 and ranks it third product of the day. | Axios reported on May 18, 2023 that the separate Manifest Cyber startup raised a $6 million seed round and announced DHS and Air Force contracts. |
| Observability | Built-in observability includes OpenTelemetry support and a dashboard for request monitoring. | Usage views show spending, selected models, token consumption and failed requests for each harness. |
| Product | Bifrost is an enterprise AI gateway and control plane for routing, governing, and securing AI traffic, including LLM calls, MCP tools, and agents. | Manifest is an open-source LLM gateway that routes requests, provides fallbacks, repairs failing requests with Autofix, and tracks spending. |
| SDK compatibility | The product supports OpenAI, Anthropic, LiteLLM, Google Genai, LangChain and other SDK or framework integrations through a base-URL change. | Because the API is OpenAI-compatible, existing OpenAI-style SDKs and agents can point at Manifest by changing the base URL. |
| Security | The security documentation describes Snyk dependency and code scanning, CodeQL analysis, Docker image scanning, and hardened non-root production containers. | Manifest states that data in transit uses TLS, passwords are hashed, and Gateway provider credentials are encrypted with AES-256-GCM. |
| Support | OSS includes documentation, community, and self-management support, while Enterprise offers SLA-backed support and direct access to engineers. | Free includes community support through Discord, Pro includes basic platform and billing support, and Enterprise includes dedicated Slack and email support. |
| 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. | Manifest is an open-source LLM gateway that routes AI-agent requests across providers, applies fallbacks, repairs failed requests and tracks inference costs. |
Plans
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.
Manifest
Manifest is an open-source LLM gateway for routing model requests, switching providers, repairing certain failures, and tracking inference spending. It provides one endpoint compatible with OpenAI and Anthropic models and subscriptions. When a provider goes down, fallback routing retries through another provider. Autofix repairs malformed requests and resends them when retries alone cannot resolve the error. Observability shows spending by harness, which models handled requests, and what failed. Manifest connects API keys, paid subscriptions, local models, and custom endpoints, including Ollama, llama.cpp, and LM Studio. The self-hosted gateway runs with Docker, works offline, requires no account, and supports amd64 and arm64. Self-hosted routing and request data remain on customer servers except documented telemetry and Autofix flows. The Cloud Free plan allows 10,000 routed requests per calendar month and cannot reach local models on the user's machine. Free includes unlimited self-hosted use; Pro costs $19 a month with unlimited Cloud requests and 365-day dashboard retention.