Is Avathon or Gumloop better?

Neither clearly leads. Avathon starts at On request and Gumloop at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.

Which is cheaper, Avathon or Gumloop?

Gumloop has a free tier; the other does not. Paid plans start at On request for Avathon and Free for Gumloop.

Does Avathon or Gumloop run on more platforms?

Avathon runs on Web, Cloud. Gumloop runs on Web, Slack, Microsoft Teams, Gmail.

Can I use Gumloop for free?

Yes. Gumloop 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 Gumloop is typically brought in for.

What can Avathon do that Gumloop cannot?

Avathon covers Renewable Suite, Loss attribution, Predictive maintenance models, Computer vision. Gumloop covers No-code agent builder, 300+ app integrations, Company Brain, Self-improving agents.

AI · head to head

Avathon vs Gumloop

Avathon

Industrial AI for asset performance and renewables, formerly SparkCognition

From: On request
Rated: -

Full review Website

Gumloop

AI infrastructure platform for building and deploying autonomous agents

From: Free
Rated: -

Full review Website

The short version

Only Gumloop 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.; Gumloop pro plan at $37/month may be limiting for enterprises considering spending caps
They diverge on capability: Avathon covers Renewable Suite, Gumloop covers No-code agent builder.
Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which Avathon and Gumloop actually diverge.

Attributes where Avathon and Gumloop differ
Attribute	Avathon	Gumloop
Starting price	On request	Free
Pricing model	quote	Tiered subscription with usage credits
Free tier	No	Yes
Platforms	Web, Cloud	Web, Slack, Microsoft Teams, Gmail

Identical on both: user rating (Not yet rated), category (AI).

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 Gumloop

No-code agent builder
300+ app integrations
Company Brain
Self-improving agents
Multi-channel deployment
Role-based access
Budget controls
Audit logging

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 Gumloop
A solar independent power producer detecting inverter and string underperformance that falls below the SCADA alarm thresholdnot Gumloop
A manufacturer with years of historian data and failure records who wants failure prediction models trained on their own historynot Gumloop
A site using cameras to detect missing personal protective equipment or unauthorised entry into restricted zonesnot Gumloop

Gumloop

CRM management and sales pipeline analysisnot Avathon
Lead qualification and sales outreach automationnot Avathon
Meeting preparation and call analysisnot Avathon
Data analysis and automated reportingnot Avathon
Content creation and knowledge base updatesnot 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.

Gumloop

Pro plan at $37/month may be limiting for enterprises considering spending caps
Requires enterprise plan for advanced security controls needed by large organizations
No permanent free tier beyond 14-day trial
Company Brain integration depends on having all tools connected

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

Gumloop

Free

Free TrialFree
- 14-day free trial of Pro plan
Enterprise$undefined/custom
- Custom credit allocation
- 35+ models plus custom proxy
- Org-wide security controls

Which should you pick?

Choose Avathon if

You need renewable suite.
You work on Web, Cloud.
You also want loss attribution.

Avathon review

Choose Gumloop if

You need no-code agent builder.
You want to start without paying.
You work on Web, Slack, Microsoft Teams, Gmail.
You also want 300+ app integrations.

Gumloop review

Questions people ask

Is Avathon or Gumloop better?: Neither clearly leads. Avathon starts at On request and Gumloop at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Avathon or Gumloop?: Gumloop has a free tier; the other does not. Paid plans start at On request for Avathon and Free for Gumloop.
Does Avathon or Gumloop run on more platforms?: Avathon runs on Web, Cloud. Gumloop runs on Web, Slack, Microsoft Teams, Gmail.
Can I use Gumloop for free?: Yes. Gumloop 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 Gumloop is typically brought in for.
What can Avathon do that Gumloop cannot?: Avathon covers Renewable Suite, Loss attribution, Predictive maintenance models, Computer vision. Gumloop covers No-code agent builder, 300+ app integrations, Company Brain, Self-improving agents.

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.

Gumloop: Can non-technical users build agents with Gumloop?

Yes, Gumloop is designed for domain experts without programming skills. The no-code interface enables anyone who understands a task to automate it without coding.

Source

Avathon: Which product is most mature?

The renewable energy suite for wind and solar underperformance, which has the longest production deployment history.

Gumloop: How many applications can Gumloop integrate with?

Gumloop integrates with 300+ business tools including Salesforce, HubSpot, Slack, Gmail, GitHub, Jira, and others. The Company Brain feature unifies data from all connected applications.

Source

Avathon: 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.

Gumloop: What security features does Enterprise include?

Enterprise plans offer SCIM and SAML support, SOC 2 Type II compliance, custom MCP server hosting, advanced admin features, audit logging, and VPC deployments for data isolation.

Source

Avathon: 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.

Avathon vs Gumloop

Avathon

Gumloop

The short version

Where they differ

What each one covers

Only in Avathon

Only in Gumloop

What people use each for

Avathon

Gumloop

Where each one falls short

Avathon

Gumloop

Pricing, plan by plan

Avathon

Gumloop

Which should you pick?

Choose Avathon if

Choose Gumloop if

Questions people ask

Answered from the vendors’ own pages

Related pages

More on Avathon

More on Gumloop

Keep looking

Other head to heads