HEAD-TO-HEAD · FACTS ONLY
Cloudflare AI Gateway vs Ent: AI endpoint control facts side by side
Short answer
Cloudflare AI Gateway describes 1 of the four product control types on the pages we read and Ent describes 2; they differ on on-device control, browser extension and AI or MCP gateway. On decisions, Cloudflare AI Gateway does not describe tool-call decisions on the pages we read and Ent describes some control over tool calls. We do not score either; the right choice depends on the AI tools people use, your devices, your current stack and whether you block or guide.
By The Device Desk · Endpoint AI Finder · Published 2026-10-11
Desk research from public vendor pages read on 27 September and 11 October 2026. Profiles follow our published method; we did not run the products.
Vendor pages read September and October 2026 · updated 2026-10-13
Where do their controls sit?
- Filled or hatched marker: Cloudflare AI Gateway
- Dashed teal ring: Ent, described
- DEV Filled marker: described on the product pages we read
- DEV Hatched marker: partly described (another component, a narrower scope, or method not detailed)
- DEV Dashed marker: not in our sources (it may exist; we did not find it)
What are the facts, side by side?
| Fact | Cloudflare AI Gateway | Ent |
|---|---|---|
| Owner | None | None |
| Positioning | A gateway for AI applications: Cloudflare's documentation describes it as a way to observe and control AI apps, with analytics on requests, tokens and cost, logging, caching, rate limiting, request retry and model fallback across providers including Workers AI, Anthropic, Google Gemini, OpenAI and Replicate. It governs apps you build, not employees' devices. | An intent-aware AI endpoint: one programmable policy for people and AI agents, with interventions from a soft nudge to a hard block, an on-device small language model that classifies sensitive data, and investigation timelines written in plain language. Use cases: insider risk, last-mile threats such as ClickFix, AI usage control and data security. |
| How it reaches devices | Routed in front of model providers from your own applications; Cloudflare says it takes one line of code to start. Source: Cloudflare AI Gateway documentation · Read 11 Oct 2026 | A single lightweight agent across Windows, macOS, Linux and modern browsers, run as SaaS or self-hosted in your own cloud; rollout through MDM is not stated. Source: Ent press: intent-aware prevention for AI agents, 30 July 2026 · Read 13 Oct 2026 |
| On-device controlDiffers | Not in our sourcesNot described on the pages we read. | DescribedA single lightweight agent across Windows, macOS and Linux with one programmable policy for people and AI agents. Source: Ent press: intent-aware prevention for AI agents, 30 July 2026 · Read 13 Oct 2026 |
| Browser extensionDiffers | Not in our sourcesNot described on the pages we read. | DescribedBrowser-extension deployments generally available at launch. Source: Ent press: $100M seed, 16 June 2026 · Read 13 Oct 2026 |
| Network or SSE proxy | Not in our sourcesNot described on the pages we read. | Not in our sourcesNot described on the pages we read. |
| AI or MCP gatewayDiffers | DescribedAn AI gateway with analytics, logging, caching, rate limiting, retry and model fallback for AI applications. Source: Cloudflare AI Gateway documentation · Read 11 Oct 2026 | Not in our sourcesNot described on the pages we read. |
| Names the coding agents it coversDiffers | Not in our sources | MatchesNames OpenAI Codex, Claude Code, Claude Cowork, GitHub Copilot and Cursor. Source: Ent press: intent-aware prevention for AI agents, 30 July 2026 · Read 13 Oct 2026 |
| Decides on a tool call before it runsDiffers | Not in our sources | PartlyBlocks risky agent behavior where needed; per-tool-call mechanics are not described. Source: Ent press: intent-aware prevention for AI agents, 30 July 2026 · Read 13 Oct 2026 |
| Controls what goes into browser AIDiffers | Not in our sources | PartlyClassifies sensitive data at the point of use on the device and in browsers; prompt-level controls are not detailed. Source: Ent press: intent-aware prevention for AI agents, 30 July 2026 · Read 13 Oct 2026 |
| Rolls out through EDR or device management you run | Not in our sources | Not in our sources |
| Can warn or ask instead of only blockingDiffers | Not in our sources | MatchesInterventions range from a soft nudge to a hard block. Source: Ent homepage · Read 13 Oct 2026 |
| Can block an agent, tool or actionDiffers | Not in our sources | MatchesA hard block is one of its interventions. Source: Ent homepage · Read 13 Oct 2026 |
| Has a watch-only or simulation modeDiffers | PartlyAnalytics and logs on requests, tokens and cost without changing the traffic. Source: Cloudflare AI Gateway documentation · Read 11 Oct 2026 | Not in our sources |
| Records who or what took each actionDiffers | PartlyLogs requests; tying a call to a person or an agent is not described. Source: Cloudflare AI Gateway documentation · Read 11 Oct 2026 | MatchesNatural-language investigation timelines. Source: Ent press: intent-aware prevention for AI agents, 30 July 2026 · Read 13 Oct 2026 |
| Also covers SaaS, cloud or homegrown AIDiffers | MatchesBuilt for AI applications you build and run. Source: Cloudflare AI Gateway documentation · Read 11 Oct 2026 | Not in our sources |
| Has a public price or tiers (vendor site or marketplace) | Not in our sources | Not in our sources |
| Built into | None | None |
| Works with | None in our sources | None in our sources |
| Price | Available on all Cloudflare plans, per the documentation; plan prices are not on the page we read. Source: Cloudflare AI Gateway documentation · Read 11 Oct 2026 | Not published (demo request). Source: Ent homepage · Read 13 Oct 2026 |
Where do they differ?
- On-device control: Cloudflare AI Gateway is not in our sources; Ent describes it.
- Browser extension: Cloudflare AI Gateway is not in our sources; Ent describes it.
- AI or MCP gateway: Cloudflare AI Gateway describes it; Ent is not in our sources.
- Names the coding agents it covers: Cloudflare AI Gateway is not in our sources; Ent matches.
- Decides on a tool call before it runs: Cloudflare AI Gateway is not in our sources; Ent partly matches.
- Controls what goes into browser AI: Cloudflare AI Gateway is not in our sources; Ent partly matches.
- Can warn or ask instead of only blocking: Cloudflare AI Gateway is not in our sources; Ent matches.
- Can block an agent, tool or action: Cloudflare AI Gateway is not in our sources; Ent matches.
- Has a watch-only or simulation mode: Cloudflare AI Gateway partly matches; Ent is not in our sources.
- Records who or what took each action: Cloudflare AI Gateway partly matches; Ent matches.
- Also covers SaaS, cloud or homegrown AI: Cloudflare AI Gateway matches; Ent is not in our sources.
Choose Cloudflare AI Gateway if
- You build your own AI apps and want one place to log and control their model calls
- You already use Cloudflare and want AI traffic to pass through it
Choose Ent if
- You want one policy for people and AI agents, with nudges as well as blocks
- You need device and browser coverage from one agent
Which limits should you check?
Cloudflare AI Gateway
- It is an application gateway: it does not see employees' AI tools, coding agents or devices.
- Content controls such as blocking prompts are not described on the page we read, and plan prices are not on it.
Ent
- Per-tool-call mechanics and rollout through MDM are not described on the pages we read.
- Uses its own agent, and no price is published.