---
title: "Portkey alternatives"
description: "Compare Portkey alternatives for production AI gateways, including latency overhead, SDK compatibility, pricing complexity, MCP capabilities, deployment model, and enterprise controls."
url: "https://www.getmaxim.ai/bifrost/alternatives/portkey-alternatives"
markdown: "https://www.getmaxim.ai/bifrost/alternatives/portkey-alternatives.md"
---

# Portkey alternatives

> Compare Portkey alternatives for production AI gateways, including latency overhead, SDK compatibility, pricing complexity, MCP capabilities, deployment model, and enterprise controls.

## Important Links

- [View MCP Gateway](https://www.getmaxim.ai/bifrost/resources/mcp-gateway.md)
- [Features](https://www.getmaxim.ai/bifrost/#features)
- [Enterprise](https://www.getmaxim.ai/bifrost/enterprise)
- [Pricing](https://www.getmaxim.ai/bifrost/pricing.md)
- [Docs](https://docs.getbifrost.ai)
- [GitHub](https://github.com/maximhq/bifrost)
- [Book a Demo](https://www.getmaxim.ai/bifrost/book-a-demo)

## What Portkey Is

_Gateway overview_

Portkey is an AI gateway and LLMOps platform for routing requests across 250+ LLM models. It provides managed gateway capabilities with observability, guardrails, and prompt management.

The comparison focuses on where production teams may need lower latency overhead, broader SDK drop-in compatibility, simpler private deployment, advanced MCP capabilities, and predictable pricing.

## Bifrost Performance At A Glance

- **11 microseconds Mean latency.** Bifrost gateway overhead per request. [Benchmarks](https://www.getmaxim.ai/bifrost/resources/benchmarks.md).
- **5K RPS Throughput.** Sustained request throughput.
- **100% Success rate.** Published success rate under the stress-test context.
- **<30s Setup time.** NPX or Docker startup path.

## Portkey Strengths

- **Broad provider support:** Portkey provides a unified API across 250+ AI models and modalities.
- **Built-in observability:** Portkey offers dashboards for latency, token usage, cost analytics, and request-level tracing.
- **Enterprise compliance:** Portkey has SOC 2 Type 2, ISO 27001, HIPAA, GDPR, SSO, and SCIM signals.
- **Prompt management:** Portkey includes prompt versioning, a testing playground, and collaborative template management.

## Portkey Production Challenges

- **Latency overhead at scale:** TypeScript and Node.js runtime overhead can matter for high-throughput workloads.
- **SDK integration gaps:** Native drop-in support is centered on the OpenAI SDK, while Anthropic, Google GenAI, AWS Bedrock, and Go SDKs need workarounds.
- **Pricing complexity:** Portkey has a free development tier, paid project pricing starting at $49/month per project, and custom enterprise pricing.
- **Complex on-premise deployment:** Private deployment can involve multiple services, databases, and ongoing infrastructure maintenance.

## Bifrost vs Portkey Feature Comparison

| Feature | Bifrost | Portkey |
| --- | --- | --- |
| Language | Go | TypeScript / Node.js |
| Gateway overhead per request | 11 microseconds | 30-40ms minimum in this comparison |
| Automatic fallbacks | Included | Not included |
| Adaptive load balancing | Included | Not included |
| Backpressure | Included | Not included |
| Geo-aware routing | Included | Not included |
| MCP server management | Included | Included |
| MCP Agent Mode | Included | Not included |
| MCP Code Mode | Included | Not included |
| MCP tool hosting | Included | Not included |
| OpenAI SDK drop-in | Included | Included |
| Anthropic SDK drop-in | Included | Not included |
| Google GenAI SDK drop-in | Included | Not included |
| AWS Bedrock SDK drop-in | Included | Not included |
| LiteLLM SDK compatibility | Included | Not included |
| Native OpenTelemetry | Included | Not included |
| Cluster mode / HA | Included | Not included |
| Helm charts | Included | Not included |
| Traffic mirroring | Included | Not included |
| Mock responses | Included | Not included |

## Migration Path

Bifrost is a fit for teams that need lower gateway overhead, broader SDK drop-in compatibility, advanced MCP capabilities, private deployment, and production reliability controls.

1. **01 - Install Bifrost.** Start Bifrost with NPX, Docker, or the Go SDK.

### Install

_terminal_

```
# Option 1: NPX
npx -y @maximhq/bifrost

# Option 2: Docker
docker run -p 8080:8080 maximhq/bifrost

# Option 3: Go SDK
go get github.com/maximhq/bifrost/core@latest
```

2. **02 - Configure providers.** Use the web UI to add provider keys, configure models, set fallback chains, and define routing behavior.

### Open dashboard

_terminal_

```
open http://localhost:8080
```

3. **03 - Update the endpoint.** Point your compatible SDK or application base URL at Bifrost. The request format can remain OpenAI-compatible.

### Request through Bifrost

_curl_

```
curl http://localhost:8080/v1/chat/completions \
  -H "Content-Type: application/json" \
  -d '{"model":"openai/gpt-4o-mini","messages":[{"role":"user","content":"Hello!"}]}'
```

- [Gateway setup docs](https://docs.getbifrost.ai/quickstart/gateway/setting-up)
- [Drop-in replacement docs](https://docs.getbifrost.ai/features/drop-in-replacement)
- [MCP Gateway resource](https://www.getmaxim.ai/bifrost/resources/mcp-gateway.md)

## Features

### OSS Features

- **01 - Model Catalog:** Access 8+ providers and 1000+ AI models through a unified interface. Also supports custom deployed models.
- **02 - Budgeting:** Set spending limits and track costs across teams, projects, and models.
- **03 - Provider Fallback:** Automatic failover between providers ensures 99.99% uptime for your applications.
- **04 - MCP Gateway:** Centralize all MCP tool connections, governance, security, and auth. Your AI can safely use MCP tools with centralized policy enforcement. [MCP Gateway resource](https://www.getmaxim.ai/bifrost/resources/mcp-gateway.md).
- **05 - Virtual Key Management:** Create different virtual keys for different use cases with independent budgets and access control.
- **06 - Unified Interface:** One consistent API for all providers. Switch models without changing code.
- **07 - Drop-in Replacement:** Replace your existing SDK with just one line change. Compatible with OpenAI, Anthropic, LiteLLM, Google GenAI, LangChain, and more. [Drop-in replacement docs](https://docs.getbifrost.ai/features/drop-in-replacement).
- **08 - Built-in Observability:** Out-of-the-box OpenTelemetry support. Built-in dashboard for quick visibility without complex setup.
- **09 - Community Support:** Active Discord community with responsive support and regular updates.

### Enterprise Features

- **01 - Governance:** SAML support for SSO and role-based access control with policy enforcement for team collaboration. [Governance resource](https://www.getmaxim.ai/bifrost/resources/governance.md).
- **02 - Adaptive Load Balancing:** Automatically optimizes traffic distribution across provider keys and models based on real-time performance metrics.
- **03 - Cluster Mode:** High availability deployment with automatic failover and load balancing. Peer-to-peer clustering where every instance is equal.
- **04 - Alerts:** Real-time notifications for budget limits, failures, and performance issues on Email, Slack, PagerDuty, Teams, Webhook, and more.
- **05 - Log Exports:** Export and analyze request logs, traces, and telemetry data from Bifrost with enterprise-grade data export for compliance, monitoring, and analytics.
- **06 - Audit Logs:** Comprehensive logging and audit trails for compliance and debugging.
- **07 - Vault Support:** Secure API key management with HashiCorp Vault, AWS Secrets Manager, Google Secret Manager, and Azure Key Vault integration.
- **08 - VPC Deployment:** Deploy Bifrost within your private cloud infrastructure with VPC isolation, custom networking, and enhanced security controls. [Enterprise deployment resource](https://www.getmaxim.ai/bifrost/resources/enterprise-deployment.md).
- **09 - Guardrails:** Automatically detect and block unsafe model outputs with real-time policy enforcement and content moderation across all agents. [Guardrails resource](https://www.getmaxim.ai/bifrost/resources/guardrails.md).

## Drop-in replacement for compatible AI SDKs

Change one line of code to point compatible SDKs at Bifrost. Works with OpenAI, Anthropic, LiteLLM, Google GenAI, LangChain, and Vercel AI SDK.

### OpenAI

_openai.py_

```
import os
from openai import OpenAI

client = OpenAI(
    api_key=os.environ.get("OPENAI_API_KEY"),
    base_url="https://<bifrost_url>/openai",
)

response = client.chat.completions.create(
    model="gpt-4o",
    messages=[{"role": "user", "content": "Hello!"}],
)
```

### Anthropic

_anthropic.py_

```
import os
from anthropic import Anthropic

anthropic = Anthropic(
    api_key=os.environ.get("ANTHROPIC_API_KEY"),
    base_url="https://<bifrost_url>/anthropic",
)

message = anthropic.messages.create(
    model="claude-3-5-sonnet-20241022",
    max_tokens=1024,
    messages=[{"role": "user", "content": "Hello, Claude"}],
)
```

### LiteLLM

_litellm.py_

```
import litellm

# Set the base URL to your Bifrost deployment
litellm.api_base = "https://<bifrost_url>"

response = litellm.completion(
    model="gpt-4o",
    messages=[{"role": "user", "content": "Hello!"}],
)
```

### Google GenAI

_genai.py_

```
import google.generativeai as genai

genai.configure(
    api_key="YOUR_API_KEY",
    transport="rest",
    client_options={"api_endpoint": "<bifrost_url>/google"},
)

model = genai.GenerativeModel("gemini-pro")
response = model.generate_content("Hello!")
```

- Point the SDK base URL at your Bifrost deployment.
- Keep API keys in your environment or secret manager.
- See the docs for provider-specific configuration and deployment steps.

- [Gateway setup docs](https://docs.getbifrost.ai/quickstart/gateway/setting-up)
- [Drop-in replacement docs](https://docs.getbifrost.ai/features/drop-in-replacement)

## Trust And Deployment

- **Open Source:** Bifrost is open source under the Apache 2.0 License. [GitHub](https://github.com/maximhq/bifrost).
- **Publisher:** Bifrost is published by H3 Labs Inc. and Maxim AI.
- **Compliance:** The site references SOC 2 Type II, GDPR, HIPAA, and ISO 27001 signals. [Enterprise deployment](https://www.getmaxim.ai/bifrost/resources/enterprise-deployment.md).
- **Deployment:** Enterprise resources cover VPC, on-premise, air-gapped, and multi-cloud use. [Enterprise deployment](https://www.getmaxim.ai/bifrost/resources/enterprise-deployment.md).

## FAQ

### What is Bifrost?

Bifrost is an open-source LLM gateway that introduces 11 microseconds of overhead at 5K RPS on a t3.xlarge machine. It provides a unified layer for model access, guardrails, and governance across AI systems. [Docs](https://docs.getbifrost.ai), [GitHub](https://github.com/maximhq/bifrost).

### How is my data protected?

Bifrost offers zero-touch in-VPC deployments, so no data ever leaves your environment or passes through Bifrost/Maxim servers. [Governance](https://www.getmaxim.ai/bifrost/resources/governance.md), [Enterprise deployment](https://www.getmaxim.ai/bifrost/resources/enterprise-deployment.md).

### Can Bifrost integrate with my existing AI stack?

Yes. Bifrost works with major LLM SDKs and frameworks. Compatible SDKs include OpenAI, Anthropic, Mistral, LangChain, LangGraph, and LiteLLM. [Drop-in replacement docs](https://docs.getbifrost.ai/features/drop-in-replacement).

### How much does Bifrost cost?

Pricing is based on the number of devices Edge runs on. Bifrost Edge is currently available in early access, and we are offering it at no cost to our existing enterprise customers. Full pricing will be released soon. [Pricing](https://www.getmaxim.ai/bifrost/pricing.md).

### How can I get started with Bifrost?

You can get started with the open-source version in seconds: npx @maximhq/bifrost [Docs](https://docs.getbifrost.ai), [GitHub](https://github.com/maximhq/bifrost).

## Related Resources

- [Alternatives hub](https://www.getmaxim.ai/bifrost/alternatives.md)
- [Performance benchmarks](https://www.getmaxim.ai/bifrost/resources/benchmarks.md)
- [LLM gateway buyer's guide](https://www.getmaxim.ai/bifrost/resources/buyers-guide.md)
- [LiteLLM migration](https://www.getmaxim.ai/bifrost/resources/migrating-from-litellm.md)
- [MCP Gateway](https://www.getmaxim.ai/bifrost/resources/mcp-gateway.md)
- [Governance](https://www.getmaxim.ai/bifrost/resources/governance.md)
- [Guardrails](https://www.getmaxim.ai/bifrost/resources/guardrails.md)
- [Pricing](https://www.getmaxim.ai/bifrost/pricing.md)
- [Docs](https://docs.getbifrost.ai)
- [GitHub](https://github.com/maximhq/bifrost)

---

*This is a markdown version of [https://www.getmaxim.ai/bifrost/alternatives/portkey-alternatives](https://www.getmaxim.ai/bifrost/alternatives/portkey-alternatives) for AI/LLM consumption.*