AI · head to head
Avathon vs Fastly
Avathon
AI
Industrial AI for asset performance and renewables, formerly SparkCognition
- From
- On request
- Free plan
- No
The short version
- Only Fastly has a free tier, so it costs nothing to try first.
- Each has a real cost: Avathon the company rebranded from SparkCognition to Avathon and narrowed its focus after repeated reported layoff rounds, so reference checks and roadmap commitments made under the old name need reconfirming.; 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
- They diverge on capability: Avathon covers Renewable Suite, Fastly covers Edge Compute.
- Prices and features above were last checked on 1 September 2026.
Where they differ
Only the attributes on which Avathon and Fastly actually diverge.
Identical on both: user rating (Not yet rated).
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 Avathon
- Renewable Suite
- Loss attribution
- Predictive maintenance models
- Computer vision
- Digital twin models
- Work order integration
- Fleet benchmarking
- Document intelligence
Only in Fastly
- Edge Compute
- CDN
- DDoS Protection
- Real-time Analytics
- Image Optimization
- Video Streaming
- API
- Instant Purge
What people use each for
The jobs each tool is most often brought in to do.
Avathon
- A wind fleet owner wanting underperforming turbines ranked by lost megawatt hours rather than by alarm countnot Fastly
- A solar independent power producer detecting inverter and string underperformance that falls below the SCADA alarm thresholdnot Fastly
- A manufacturer with years of historian data and failure records who wants failure prediction models trained on their own historynot Fastly
- A site using cameras to detect missing personal protective equipment or unauthorised entry into restricted zonesnot Fastly
Fastly
- Serving static and dynamic content through a global CDNnot Avathon
- Running edge logic and caching in front of an origin applicationnot Avathon
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
Avathon
- The company rebranded from SparkCognition to Avathon and narrowed its focus after repeated reported layoff rounds, so reference checks and roadmap commitments made under the old name need reconfirming.
- Headcount is in the low hundreds against a product portfolio spanning renewables, vision, predictive maintenance and document AI, which is thin coverage per product line for enterprise support expectations.
- Model accuracy depends on having enough labelled historical failures, and sites with short data history or poor maintenance record-keeping get generic anomaly detection rather than useful failure prediction.
- Nothing is published about pricing or asset-count thresholds, so there is no way to judge whether a small fleet is even a viable customer without entering a sales cycle.
- It sits on top of your SCADA and CMMS rather than replacing them, so the integration and asset-hierarchy mapping work is a real project cost that the software subscription does not cover.
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 $0.01 per 10,000 above the first million
- High volume rates past 50 TB are not published and require contacting sales
Pricing, plan by plan
Avathon
On request- Avathon$undefined/year
- Annual subscription sized by asset count or installed megawatts for renewables
- Separate pricing for vision, predictive maintenance and document products
- Model development and data onboarding quoted as a professional services project
Fastly
Free- Free TrialFree
- CDN
- DDoS protection
- Real-time analytics
- Pay-As-You-GoFree
- Usage-based pricing
- Advanced features
- Priority support
Which should you pick?
Choose Avathon if
- You need renewable suite.
- You work on Web, Cloud.
- You also want loss attribution.
Choose Fastly if
- You need edge compute.
- You want to start without paying.
- You work on Web, Api.
- You also want cdn.
Questions people ask
- Is Avathon or Fastly better?
- Neither clearly leads. Avathon starts at On request and Fastly at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Avathon or Fastly?
- Fastly has a free tier; the other does not. Paid plans start at On request for Avathon and Free for Fastly.
- Does Avathon or Fastly run on more platforms?
- Avathon runs on Web, Cloud. Fastly runs on Web, Api.
- Can I use Fastly for free?
- Yes. Fastly has a free tier, so you can try it without paying. Avathon starts at On request.
- What is Avathon best used for?
- Avathon is most often used for a wind fleet owner wanting underperforming turbines ranked by lost megawatt hours rather than by alarm count, a solar independent power producer detecting inverter and string underperformance that falls below the scada alarm threshold, a manufacturer with years of historian data and failure records who wants failure prediction models trained on their own history, a site using cameras to detect missing personal protective equipment or unauthorised entry into restricted zones. Of those, a wind fleet owner wanting underperforming turbines ranked by lost megawatt hours rather than by alarm count and a solar independent power producer detecting inverter and string underperformance that falls below the scada alarm threshold are not what Fastly is typically brought in for.
- What can Avathon do that Fastly cannot?
- Avathon covers Renewable Suite, Loss attribution, Predictive maintenance models, Computer vision. Fastly covers Edge Compute, CDN, DDoS Protection, Real-time Analytics.
Answered from the vendors’ own pages
Avathon: Is this the same company as SparkCognition?
Yes. SparkCognition rebranded to Avathon and refocused on industrial and government asset AI.
Fastly: Does Fastly charge based on usage or a flat monthly fee?
Fastly operates on a usage-based model with volume discounts. They offer a free tier with 100 GB bandwidth and 1M requests for experimentation, then customers pay per unit consumed with tiered discounts as consumption increases.
SourceAvathon: Which product is most mature?
The renewable energy suite for wind and solar underperformance, which has the longest production deployment history.
Fastly: What are Fastly's main service packages and their costs?
Fastly offers Network Services Packages ($1,500-$6,000/month baseline), Security Packages (custom pricing), Compute Packages ($500/month entry level), and Observability Packages ($1,500/month entry level). Enterprise solutions include custom quotes for high-volume deployments.
SourceAvathon: Does it need my historian data in the cloud?
Generally yes for model training and ongoing scoring, which is a security review item for utility and defence customers.
Fastly: Can I start using Fastly for free?
Yes, Fastly offers a free tier with generous allowances for experimentation including 100 GB bandwidth and 1M requests. You can start building free and only pay when you use additional resources.
SourceAvathon: Can it work without historical failure records?
It will still do anomaly detection, but failure prediction models need labelled historical failures to be worth the deployment cost.
Fastly: Are there surprise overage charges with Fastly?
Fastly advertises predictable pricing with no surprise overages. The pricing structure is designed to be transparent as consumption grows.
SourceRelated pages
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