Prompt
Cloudflare AI Gateway alternative with policy controls
Latest observation
If you’re looking for a Cloudflare AI Gateway alternative that includes policy controls, the closest options depend on whether you want:
- LLM gateway / proxy
- policy enforcement like allow/deny models, prompt filtering, PII redaction, rate limits, budget controls
- observability / logging
- multi-provider routing
Here are the strongest alternatives:
1) Portkey
Best fit if you want an AI gateway with policies, routing, fallbacks, observability, and guardrails.
Policy/control features:
- model allow/deny lists
- cost and rate controls
- request/response logging
- prompt/PII controls via integrations
- routing rules, retries, fallbacks
Good for: teams that want a Cloudflare-like gateway for LLMs with governance.
2) LiteLLM Proxy
Open-source option with strong gateway capabilities.
Policy/control features:
- model routing and aliases
- budget limits / spend tracking
- rate limiting
- API key management
- logging and observability
- can sit in front of multiple LLM providers
Good for: self-hosted or customizable setups.
3) Helicone
More focused on observability, but can be used as a gateway layer.
Policy/control features:
- request logging and analytics
- cost tracking
- caching
- filters / redaction patterns
- integrations for control workflows
Good for: visibility first, policy controls via surrounding infrastructure.
4) OpenRouter
Useful if your main need is model routing and provider abstraction.
Policy/control features:
- route across multiple model providers
- some moderation/safety capabilities depending on setup
- centralized billing and access control
Good for: flexible model access, less for deep enterprise policy enforcement.
5) NVIDIA NeMo Guardrails
Not a gateway replacement per se, but great for policy enforcement around LLM behavior.
Policy/control features:
- conversation flow rules
- safety constraints
- jailbreak resistance
- content restrictions
Good for: application-layer policy enforcement, not gateway management alone.
6) AWS Bedrock + Guardrails
If you’re in AWS, this is one of the most enterprise-friendly options.
Policy/control features:
- content filtering
- topic restrictions
- PII-related controls
- centralized IAM-based access control
- logging via CloudWatch / Bedrock tooling
Good for: AWS-native organizations needing governance.
7) Azure OpenAI + Azure AI Content Safety
Another enterprise option with governance controls.
Policy/control features:
- content filtering
- policy-based access control
- monitoring/logging
- enterprise identity integration
Good for: Microsoft/Azure-heavy environments.
Best choices by use case
If you want the closest Cloudflare AI Gateway replacement:
- Portkey
- LiteLLM Proxy
If you need strong enterprise policy controls:
- AWS Bedrock + Guardrails
- Azure OpenAI + Content Safety
If you mainly want guardrails on model behavior:
- NVIDIA NeMo Guardrails
Quick recommendation
If you want a drop-in AI gateway with policy controls, start with:
- Portkey if you want managed SaaS
- LiteLLM Proxy if you want open-source/self-hosted
- AWS Bedrock Guardrails if you’re already on AWS
If you want, I can also give you:
- a feature comparison table
- open-source-only alternatives
- or the best choice for your stack (AWS/Azure/GCP/self-hosted).