HEAD-TO-HEAD · FACTS ONLY
Cloudflare AI Gateway vs Glow: AI endpoint control facts side by side
Short answer
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: Glow, 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 | Glow |
|---|---|---|
| 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. | "The Endpoint AI Company": control over everything that runs on the endpoint, in three areas (Asset Intelligence, Software Control, Safe AI Adoption), plus an Anthropic integration that collects per-user Claude usage, skills, connectors and a compliance audit trail. Came out of stealth on 22 July 2026 with $180M; Tel Aviv and Palo Alto. |
| 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 | How Glow reaches devices is not stated on its homepage; its documentation site could not be read. The Anthropic integration uses one API key and needs Claude Enterprise and the Compliance API. Source: Glow Security: Anthropic integration · Read 13 Oct 2026 |
| On-device controlDiffers | Not in our sourcesNot described on the pages we read. | Partly describedSoftware control and runtime prevention policies; a pre-execution hook can block an action or hold it for approval. Source: Glow Security blog: AI agents exposed developer screenshots, 29 September 2026 · Read 13 Oct 2026 |
| Browser extension | Not in our sourcesNot described on the pages we read. | Not in our sourcesNot described on the pages we read. |
| 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 | PartlyNames Claude Code through a managed-settings bundle in its Anthropic integration. Source: Glow Security: Anthropic integration · Read 13 Oct 2026 |
| Decides on a tool call before it runsDiffers | Not in our sources | PartlyDescribes a pre-execution hook that can block or hold an action. Source: Glow Security blog: AI agents exposed developer screenshots, 29 September 2026 · Read 13 Oct 2026 |
| Controls what goes into browser AI | Not in our sources | Not in our sources |
| 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 | PartlyCan hold an action for approval. Source: Glow Security blog: AI agents exposed developer screenshots, 29 September 2026 · Read 13 Oct 2026 |
| Can block an agent, tool or actionDiffers | Not in our sources | MatchesA pre-execution hook can block an action. Source: Glow Security blog: AI agents exposed developer screenshots, 29 September 2026 · 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 action | PartlyLogs requests; tying a call to a person or an agent is not described. Source: Cloudflare AI Gateway documentation · Read 11 Oct 2026 | PartlyCompliance audit trail for Claude through the Anthropic integration. Source: Glow Security: Anthropic integration · 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 | PartlyCovers Claude Enterprise accounts, skills and connectors through the Anthropic integration. Source: Glow Security: Anthropic integration · Read 13 Oct 2026 |
| 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: Glow Security homepage · Read 13 Oct 2026 |
Where do they differ?
- On-device control: Cloudflare AI Gateway is not in our sources; Glow partly describes it.
- AI or MCP gateway: Cloudflare AI Gateway describes it; Glow is not in our sources.
- Names the coding agents it covers: Cloudflare AI Gateway is not in our sources; Glow partly matches.
- Decides on a tool call before it runs: Cloudflare AI Gateway is not in our sources; Glow partly matches.
- Can warn or ask instead of only blocking: Cloudflare AI Gateway is not in our sources; Glow partly matches.
- Can block an agent, tool or action: Cloudflare AI Gateway is not in our sources; Glow matches.
- Has a watch-only or simulation mode: Cloudflare AI Gateway partly matches; Glow is not in our sources.
- Also covers SaaS, cloud or homegrown AI: Cloudflare AI Gateway matches; Glow partly matches.
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 Glow if
- Your company runs Claude Enterprise and wants per-user usage and an audit trail
- You want software control on the endpoint alongside AI controls
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.
Glow
- How it reaches devices is not stated on the pages we could read.
- No price is published, and the homepage figures are Glow's own statements.