Celedog vs Cloudflare AI Gateway
Cloudflare AI Gateway is an observability and caching layer in front of providers you already pay. Celedog is a full pay-as-you-go gateway with its own billing relationship to every provider.
Cloudflare AI Gateway and Celedog both use the words "AI gateway" but they sit at different layers. Cloudflare is an observability, caching and rate-limiting proxy in front of providers you already pay. Celedog is a full pay-as-you-go gateway that holds the billing relationship to every provider itself.
The core difference: do you still need provider accounts?
With Cloudflare AI Gateway you still sign up with OpenAI, Anthropic and every other provider, put their keys into Cloudflare, and Cloudflare proxies your traffic — adding caching, analytics, rate limits and a unified log. The billing relationship stays with each provider. You are reconciling the same stack of invoices; Cloudflare just gives you a nicer window onto the traffic.
With Celedog you do not hold provider accounts at all. You top up one Celedog wallet and every model draws from it at a published rate. One relationship, one invoice, one balance.
What Cloudflare does better
Cloudflare's edge network, response caching and tight integration with Workers are excellent if your priority is shaving latency and cost on a provider you have already committed to, and you want first-class observability without changing who you pay. If you are deep in the Cloudflare ecosystem already, it slots in naturally.
What Celedog does better
Celedog removes the per-provider account and invoice entirely, adds proprietary and open models behind one key, offers auto-routing across providers (which a single-provider cache cannot do), and bills in your local currency with local payment methods. If your pain is "too many provider accounts and I want one bill in my currency," Cloudflare does not solve that and Celedog does.
| Dimension | Celedog | Cloudflare AI Gateway |
|---|---|---|
| Own provider accounts required | No | Yes |
| Single unified bill | Yes | No (pay each provider) |
| Cross-provider auto-routing | Yes | No |
| Response caching / edge analytics | Basic | Excellent |
| Local currency & payments | Yes | No |
Cloudflare AI Gateway is a great observability and caching layer on top of accounts you keep. Celedog replaces the accounts. Choose by whether your problem is "watch my traffic" or "stop juggling providers and invoices."
Written by Celedog Team · Last updated May 28, 2026
Where to go next
- Try Celedog — free credits on signup, no card required.
- API documentation
- Per-model pricing
- More Celedog Comparison Hub