Cloud & Infrastructure · head to head
Fastly vs Fireworks AI
Fastly
Cloud & Infrastructure
High performance edge computing platform
- From
- Free
- Rated
- -
Fireworks AI
Cloud & Infrastructure
Fast inference and fine-tuning platform for open and custom AI models
- From
- Free
- Rated
- -
The short version
- Each has a real cost: Fastly bandwidth is priced per region, and delivery to India, Africa and South Korea is $0.28 per GB against $0.12 in North America and Europe; Fireworks AI reserved and enterprise-tier pricing is not published and requires sales contact.
- They diverge on capability: Fastly covers Edge Compute, Fireworks AI covers Serverless inference.
Where they differ
Only the attributes on which Fastly and Fireworks AI actually diverge.
| Attribute | Fastly | Fireworks AI |
|---|---|---|
| Founded | 2011 | Unknown |
Identical on both: starting price (Free), pricing model (usage-based), free tier (Yes), platforms (Web, Api), user rating (Not yet rated), category (Cloud & Infrastructure).
What each one covers
Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.
Only in Fastly
- Edge Compute
- CDN
- DDoS Protection
- Real-time Analytics
- Image Optimization
- Video Streaming
- API
- Instant Purge
Only in Fireworks AI
- Serverless inference
- On-demand and reserved deployments
- Managed fine-tuning
- OpenAI/Anthropic API compatibility
- Nexus router
- Long context models
What people use each for
The jobs each tool is most often brought in to do.
Fastly
- Serving static and dynamic content through a global CDNnot Fireworks AI
- Running edge logic and caching in front of an origin applicationnot Fireworks AI
Fireworks AI
- Deploying open-source LLMs behind an OpenAI-compatible APInot Fastly
- Fine-tuning models with LoRA or full-parameter trainingnot Fastly
- Routing AI coding assistant traffic to cheaper models via Nexusnot Fastly
- Reserving dedicated GPU capacity for production trafficnot Fastly
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
Fastly
- Bandwidth is priced per region, and delivery to India, Africa and South Korea is $0.28 per GB against $0.12 in North America and Europe
- The same traffic therefore costs more than twice as much depending on where the audience is, which is invisible until the bill arrives
- The free allowance is 100 GB of bandwidth and 1M requests a month
- Requests are billed separately from bandwidth, at $0.01 per 10,000 above the first million
- High volume rates past 50 TB are not published and require contacting sales
Fireworks AI
- Reserved and enterprise-tier pricing is not published and requires sales contact.
- Model catalog is curated to ~30 models, smaller than DeepInfra's 100+ model library.
- On-demand GPU rates are scheduled to increase from September 1, adding cost unpredictability for locked-in workloads.
Pricing, plan by plan
Fastly
Free- Free TrialFree
- CDN
- DDoS protection
- Real-time analytics
- Pay-As-You-GoFree
- Usage-based pricing
- Advanced features
- Priority support
Fireworks AI
Free- Serverless$undefined/mo
- Pay-per-token from $0.07 to $1.74 per million input tokens
- $1 free credit to start
- On-Demand$7/month
- Dedicated GPU instances from $7/hour for H100/H200
- Reserved$undefined/mo
- Guaranteed capacity and priority hardware access
- Custom pricing
Which should you pick?
Choose Fastly if
- You need edge compute.
- You want to start without paying.
- You work on Web, Api.
- You also want cdn.
Choose Fireworks AI if
- You need serverless inference.
- You want to start without paying.
- You work on web, api.
- You also want on-demand and reserved deployments.
Questions people ask
- Is Fastly or Fireworks AI better?
- Neither clearly leads. Fastly starts at Free and Fireworks AI at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Fastly or Fireworks AI?
- Fastly starts at Free and Fireworks AI at Free.
- Does Fastly or Fireworks AI run on more platforms?
- Fastly runs on Web, Api. Fireworks AI runs on web, api.
- Can I use Fastly for free?
- Both have a free tier, so you can try either at no cost before committing.
- What is Fastly best used for?
- Fastly is most often used for serving static and dynamic content through a global cdn, running edge logic and caching in front of an origin application. Of those, serving static and dynamic content through a global cdn and running edge logic and caching in front of an origin application are not what Fireworks AI is typically brought in for.
- What can Fastly do that Fireworks AI cannot?
- Fastly covers Edge Compute, CDN, DDoS Protection, Real-time Analytics. Fireworks AI covers Serverless inference, On-demand and reserved deployments, Managed fine-tuning, OpenAI/Anthropic API compatibility.
Answered from the vendors’ own pages
Fireworks AI: How is Fireworks AI billing calculated?
Serverless inference uses postpaid, pay-per-token billing across Standard, Priority, and Fast tiers, with rates from $0.07 to $1.74 per million tokens depending on model.
SourceFireworks AI: Is there a free tier or trial credit?
New accounts receive $1 in free credit to try serverless inference before adding a payment method.
SourceFireworks AI: How much do on-demand GPU deployments cost?
Dedicated on-demand instances range from $7-8/hour for H100/H200 GPUs up to $18-20/hour for GB300, billed per GPU second with no start-up surcharge.
SourceFireworks AI: How is fine-tuning priced?
Managed training is billed per 1 million training tokens for supervised or preference tuning, while reinforcement tuning is billed per GPU hour.
SourceFireworks AI: Does region selection affect pricing?
Yes, region-restricted on-demand deployments carry a 1.5x premium over standard regional pricing.
SourceRelated pages
More on Fireworks AI
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