AgentGates vs Cloudflare AI Gateway
Detailed side-by-side comparison to help you choose the right tool
AgentGates
AI Infrastructure
A machine-first marketplace for confidential virtual machines and model inference paid per request with USDC, available through MCP.
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CustomCloudflare AI Gateway
🔴DeveloperAI Infrastructure
AI traffic control plane for routing, caching, observing, and governing model workloads. This review explains verified features, pricing evidence, operational limits, and a practical evaluation plan.
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FreeFeature Comparison
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AgentGates - Pros & Cons
Pros
- ✓Starts at $0.08 per hour for an attested confidential VM
- ✓No conventional signup or permanent API key is required
- ✓Pricing and attestation are machine-readable
- ✓Prepaid balances cap delegated-key spending
Cons
- ✗Requires wallet, USDC, network, and payment-retry expertise
- ✗Prices vary with settlement costs and live catalogs
- ✗Balances are non-refundable and stopped machines are deleted after grace
- ✗Confidential hardware does not secure flawed code or model outputs
Cloudflare AI Gateway - Pros & Cons
Pros
- ✓Centralizes routing, logs, limits, and fallback policy across providers
- ✓Caching can reduce repeated inference cost and response latency
- ✓Rules can change from the dashboard or API without application redeployment
Cons
- ✗Gateway-specific public pricing was not available at the fetched pricing path
- ✗Adds another latency and availability dependency to every model request
- ✗Caching and prompt logs require careful tenant isolation, redaction, and retention controls
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