Edge scale vs governance depth.
Cloudflare AI Gateway offers global edge scale and zero-infrastructure setup. DVARA offers what Cloudflare cannot: enterprise governance, compliance, on-prem deployment, data residency, argument-level MCP governance, and a unified API across 14+ providers (OpenAI, Anthropic, Gemini, Bedrock, Mistral, Cohere, Groq, Azure OpenAI, Ollama, Qwen, DeepSeek, Moonshot, ChatGLM, Grok). Choose edge scale or governance depth — only DVARA offers both.
Read from Cloudflare's own documentation on 28 August 2026. A comparison in which we win everything is a marketing asset, not a comparison — so this is the part we would rather you knew before choosing.
Source: developers.cloudflare.com
DVARA leads or ties every row in this table — Cloudflare does not come out ahead on any of them. That is unusual enough that you should check it rather than take it on trust: these rows are the capabilities we built the product around, so they are the ones we chose to compare, and a table chosen by us is not a neutral survey. Cloudflare is likely to be the better tool where its own strengths lie — read its documentation alongside this.
| Feature | DVARA | Cloudflare |
|---|---|---|
| Multi-provider unified API | ✓ | ✓ |
| SSE streaming support | ✓ | ✓ |
| Structured outputs across providers | ✓ | — |
| Intelligent routing (weighted, failover) | ✓ | ∼ |
| Circuit breaker per provider | ✓ | — |
| Response caching | ✓ | ✓ |
Cloudflare has no governance layer. DVARA makes governance the architecture.
| Feature | DVARA | Cloudflare |
|---|---|---|
| Policy-as-Code engine | ✓ | — |
| Tamper-evident HMAC-signed audit trail | ✓ | — |
| PII detection and redaction | ✓ | — |
| SOC2 / HIPAA / GDPR evidence packages | ✓ | — |
| Prompt firewall + jailbreak detection | ✓ | — |
| Budget caps with enforcement | ✓ | — |
Cloudflare MCP Server Portals proxy and govern MCP with DLP and audit. DVARA goes deeper — argument-level policy, PII on tool-call arguments, and agent loop detection with auto-kill.
| Feature | DVARA | Cloudflare |
|---|---|---|
| MCP tool calls proxied and governed | ✓ | ✓ |
| MCP PII scan on arguments + responses | ✓ | ∼ |
| Human approval gate | ✓ | ∼ |
| Agent loop detection + kill switch | ✓ | — |
| Agent-to-agent (A2A) hop governance | ✓ | — |
| Unified LLM + MCP trace | ✓ | ∼ |
| Session management + kill switch | ✓ | — |
Cloudflare is SaaS-only. DVARA deploys anywhere.
| Feature | DVARA | Cloudflare |
|---|---|---|
| Self-hosted / on-prem deployment | ✓ | — |
| Air-gapped deployment | ✓ | — |
| Kubernetes Helm chart | ✓ | — |
| Multi-region active-active | ✓ | ✓ |
| No vendor lock-in | ✓ | — |
| SSO / SAML / RBAC | ✓ | ∼ |
Cloudflare AI Gateway is fast to set up and globally distributed. But it offers no governance, no compliance, no on-prem option, and permanent vendor lock-in. If you need to prove to an auditor where your data went, enforce PII policies, or govern agent tool calls, Cloudflare has no answer. DVARA does.
Run the LLM Gateway free in your own infrastructure, production included — a licence when you need the MCP and A2A planes with support.
The Cloudflare column describes what Cloudflare's public documentation said when we read it in June 2026 — a dash means we did not find the capability documented, not that the product cannot do it. Vendors ship continuously; check their docs before deciding. The DVARA column is a claim about our own code and is verified against the released tag.