# Do coding agents recommend Cloudflare AI Gateway? > Cloudflare AI Gateway was chosen in 21% of 140 judged AI gateways sessions, ranking second. Measured with Claude Code, Codex and Cursor. Source: https://armature.tech/library/do-coding-agents-recommend-cloudflare-ai-gateway Published: 2026-09-03 Publisher: Armature, Inc. (https://armature.tech) --- > Cloudflare AI Gateway was chosen in 21% of 140 judged AI gateways sessions, ranking second. It was also raised as a candidate in 85 further sessions without being chosen. This page reports what happened when Claude Code, Codex and Cursor had to solve a problem in AI gateways inside a realistic codebase. Not what a chat assistant says about Cloudflare AI Gateway. What an agent actually installed. ## The numbers | | | | --- | --- | | Category | AI gateways | | Sessions in the category | 140 | | Sessions where Cloudflare AI Gateway was chosen | 30 | | Install share | 21% | | Rank in category | 2 of 8 | | Codebases it won in | 8 | | Raised as a candidate, not chosen | 85 | | Chosen when considered | 26% | | Site | cloudflare.com | ## By agent The three agents treat Cloudflare AI Gateway very differently. Codex chose it in 42% of its sessions in this category and Cursor in 0%, a spread of 42 points. | Agent | Sessions | Chose Cloudflare AI Gateway | Share | | --- | --- | --- | --- | | Claude Code | 45 | 10 | 22% | | Codex | 48 | 20 | 42% | | Cursor | 47 | 0 | 0% | A single blended install share would report the midpoint and hide both ends. If most of your users run Cursor, your real position here is 0%, not 21%. ## By who was asking Cloudflare AI Gateway does much better with one kind of buyer than another. It won 31% of sessions asked as vibe coder and 16% of those asked as senior engineer. | Who is asking | Sessions | Chose Cloudflare AI Gateway | Share | | --- | --- | --- | --- | | Vibe coder | 16 | 5 | 31% | | Junior developer | 33 | 10 | 30% | | Senior engineer | 56 | 9 | 16% | | Enterprise team | 35 | 6 | 17% | ## What Cloudflare AI Gateway was up against The full ranking in AI gateways, from the same sessions: | # | Product | Runs won | Share | | --- | --- | --- | --- | | 1 | Portkey | 30 | 21% | | 2 | Cloudflare AI Gateway **(this page)** | 30 | 21% | | 3 | LiteLLM | 25 | 18% | | 4 | Vercel AI Gateway | 22 | 16% | | 5 | OpenRouter | 15 | 11% | | 6 | Built in-house (no product adopted) | 12 | 9% | | 7 | Amazon Bedrock | 3 | 2% | | 8 | Helicone | 1 | 1% | ## What this means A solid second or third position in a category means the agent is genuinely choosing rather than reaching automatically. That is a winnable position, because the inputs it uses can be changed. The fastest gains are usually in the sessions that were nearly won: read them, find the step where the agent moved on, and fix that step. ## Where these numbers come from The 140 sessions in AI gateways are part of a published set of 5,292, run with real coding agents inside realistic codebases and judged blind. The full method is on one page: [how we measured this](/library/how-we-measured-this). Every AI gateways run can be replayed on [the board](/leaderboards/ai-gateway). If you work on Cloudflare AI Gateway: the judge recorded a reason for every session where it was raised and passed over. Those reasons are in the transcripts. ## Common questions ### Do coding agents recommend Cloudflare AI Gateway? Yes. Cloudflare AI Gateway was chosen in 30 of the 140 judged sessions in AI gateways, a 21% install share, ranking second in its category. ### Does Claude Code recommend Cloudflare AI Gateway? In 10 of the 45 sessions in AI gateways run with Claude Code, which is 22%. ### Do different coding agents treat Cloudflare AI Gateway differently? Yes, and by a wide margin. Codex chose it in 42% of its runs and Cursor in 0%. ### How was this measured? Real coding agents at pinned versions were run in sandboxes inside 51 realistic codebases and asked to solve real tasks. A simulated project owner approved or questioned each recommendation before any code was written, and a judge from a model family that builds none of the agents read every session blind. ### How often is Cloudflare AI Gateway considered but not chosen? It was raised as a candidate in 85 sessions without being chosen, and chosen in 30. That is a 26% conversion from considered to chosen. ## Read next - [How to get picked for AI gateways by coding agents](https://armature.tech/library/ai-gateway-coding-agents-playbook) (Markdown: https://armature.tech/library/ai-gateway-coding-agents-playbook.md) - [Do coding agents recommend Portkey?](https://armature.tech/library/do-coding-agents-recommend-portkey) (Markdown: https://armature.tech/library/do-coding-agents-recommend-portkey.md) - [Do coding agents recommend LiteLLM?](https://armature.tech/library/do-coding-agents-recommend-litellm) (Markdown: https://armature.tech/library/do-coding-agents-recommend-litellm.md) - [Do Claude Code, Codex and Cursor pick the same tools?](https://armature.tech/library/do-claude-code-and-codex-agree) (Markdown: https://armature.tech/library/do-claude-code-and-codex-agree.md) --- Armature helps software products get discovered and used by coding agents. Service: https://armature.tech/discoverability · Results: https://armature.tech/leaderboards/sectors · Contact: contact@armature.tech