Cloudflare AI Gateway vs PromptLayer
No clear leader: Cloudflare AI Gateway (65.1) and PromptLayer (63.3) are within the 5-point margin; treat as a tie. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.
Capabilities
Feature-by-feature on the axes that matter for llm gateways. “-” means undocumented, not absent.
What each one is
The product in its own terms, so the numbers below have context.
Cloudflare AI Gateway
An intermediary service that routes AI model requests through Cloudflare's network to provide visibility, caching, rate limiting, cost tracking, and data loss prevention. It enables organizations to observe and control AI traffic without modifying their existing tools or coding agents.
PromptLayer
A platform that maintains logs of prompts and API requests, enabling debugging and replay of previous completions. Provides version tracking, testing, and monitoring with integrated tracing and evaluation features.
Pricing
List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.
Cloudflare AI Gateway
Free for core features (caching, rate limiting, analytics). Paid log storage and Logpush available on Workers Paid plan.
- FreeFree
- dashboard analytics
- caching
- rate limiting
- DLP scanning
- Workers Paid$0.05 per million requests
- 10M log storage per gateway
- Logpush available
PromptLayer
Free tier available. Pro starts at $49/month, Team at $500/month, both with usage-based billing ($0.002–$0.003 per transaction). Enterprise custom pricing.
- FreeFree
- 5 Users
- 2.5k/month Requests
- 1 Workspace
- 250/month Eval Cell Executions
- 10MB max per Dataset
- +1 more
- Pro$49/month plus $0.003/transaction
- Unlimited Playgrounds
- Unlimited Workspaces
- 150MB max per Dataset
- Webhooks Included
- Dedicated Support
- Team$500/month plus $0.002/transaction
- 25 Users
- 100k+/month Requests
- 7.5k+/month Eval Cell Executions
- 1GB max per Dataset
- Webhooks Included
- +2 more
- EnterpriseContact sales
- Custom limits on everything
- Role Based Access Controls
- Deployment Approvals
- HIPAA with BAA
- Flexible Hosting Options
- +2 more
Platform & deployment
Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.
Integrations
What each product connects to. Counts come from the vendor's own integration directory where one exists.
- OpenAI
- Anthropic
Cloudflare AI Gateway
- Workers AI
- Vectorize
- MCP (Model Context Protocol)
- Third-party LLM models
- Google Gemini
- Replicate
- Cloudflare Workers
- Agent Memory
- Cloudflare Workers AI
- Cloudflare Vectorize
- Claude Code
- Claude Desktop
- GitHub Copilot CLI
- OpenAI Codex
- OpenCode
- Pi
PromptLayer
- Pydantic AI
- Google GenAI
- AWS Bedrock
- OpenTelemetry
- Azure OpenAI
- Vertex AI
- Gemini API
Cloudflare AI Gateway or PromptLayer: which one depends on you
A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.
Free to run, no account needed to start. How the evaluation works
Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.