kitio.aiCloudflare Workers AI vs Graphsignal
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Cloudflare Workers AI starts at $5/mo and Graphsignal starts at See pricing page. Check both pricing pages for current plans.
Serverless inference for open models on Cloudflare's global network
Freemium · $5/moAt a glance
Best for
Category
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Global GPU inference
- Text, image and speech models
- Vectorize integration
- AI Gateway
- LoRA support
- Continuous GPU profiling
- Observability dashboards
- Signals API for agents
- vLLM, SGLang and TensorRT support
- NVIDIA and AMD GPUs
| Feature | Cloudflare Workers AI | Graphsignal |
|---|---|---|
| Best for | Serverless inference for open models on Cloudflare's global network | Production GPU profiler for tuning AI inference workloads |
| Category | Models & APIs | Models & APIs |
| Pricing model | Freemium | Freemium |
| Starting price | $5/mo | See pricing page |
| Free plan | Yes | Yes |
| Made by | Cloudflare | Graphsignal |
| Based in | United States | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Cloudflare Workers AI starts at $5/mo and Graphsignal starts at See pricing page. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
2 plans
Workers Free
Free
- 10,000 Neurons per day
- Fails with error past daily limit
Workers Paid
$5/mo
- 10,000 free Neurons per day
- Then $0.011 per 1,000 Neurons
3 plans
Free
Free
- 100 profiled GPU hours a month
- Observability dashboards
- 1 user
Pro
$0.08 / GPU profiled hour
- Continuous production profiling
- Unlimited users
- 30 days data retention
Enterprise
Contact sales
- On-premise option
- Volume discounts
Prices in USD, checked Oct 28, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
Cloudflare Workers AI
- No servers to manage
- Daily free allowance
- Fits the Cloudflare developer stack
- Smaller models than big labs offer
- Neuron pricing is unusual
- Best inside Cloudflare Workers
Graphsignal
- Based on real production behavior
- Free plan includes 100 profiled hours
- Unlimited users on Pro
- Only useful for self-hosted inference
- Pro data retention is 30 days
- Enterprise pricing is not public
Which one should you choose?
Choose Cloudflare Workers AI if you want:
- No servers to manage
- Daily free allowance
- Fits the Cloudflare developer stack
Watch out: smaller models than big labs offer.
Choose Graphsignal if you want:
- Based on real production behavior
- Free plan includes 100 profiled hours
- Unlimited users on Pro
Watch out: only useful for self-hosted inference.
Cloudflare Workers AI vs Graphsignal FAQ
What is the difference between Cloudflare Workers AI and Graphsignal?
Cloudflare Workers AI: Serverless inference for open models on Cloudflare's global network. Graphsignal: Production GPU profiler for tuning AI inference workloads. Both are models & apis tools.
Is Cloudflare Workers AI or Graphsignal cheaper?
Cloudflare Workers AI starts at $5/mo and Graphsignal starts at See pricing page. Check both pricing pages for current plans.
Do Cloudflare Workers AI and Graphsignal have free plans?
Cloudflare Workers AI: Yes. Graphsignal: Yes.
Who makes Cloudflare Workers AI?
Cloudflare Workers AI is made by Cloudflare, based in United States.
Who makes Graphsignal?
Graphsignal is made by Graphsignal.
Which should I choose, Cloudflare Workers AI or Graphsignal?
Choose Cloudflare Workers AI if you value no servers to manage and daily free allowance. Choose Graphsignal if you value based on real production behavior and free plan includes 100 profiled hours.