Softwr

AI · head to head

Banana vs Bidgely UtilityAI

Banana logo

Banana

AI

ML inference at scale

From
$1200/month
Rated
-
Full reviewWebsite
Bidgely UtilityAI logo

Bidgely UtilityAI

Energy

AI-powered energy disaggregation and customer engagement

From
On request
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Banana banana shut down its serverless GPU infrastructure on 31 March 2024 at noon PST and told customers to migrate to another provider by that time; Bidgely UtilityAI sold to utilities rather than to energy consumers, so an individual cannot buy it
  • They diverge on capability: Banana covers GPU inference, Bidgely UtilityAI covers Energy disaggregation.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Banana and Bidgely UtilityAI actually diverge.

Attributes where Banana and Bidgely UtilityAI differ
AttributeBananaBidgely UtilityAI
Starting price$1200/monthOn request
Pricing modelsubscriptionquote
PlatformsCloud, ApiWeb, Mobile, Api
CategoryAIEnergy
Founded20212011

Identical on both: free tier (No), 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 Banana

  • GPU inference
  • Auto-scaling
  • Docker deployment
  • Low latency
  • REST API
  • Python SDK
  • Cloud support
  • Api support

Only in Bidgely UtilityAI

  • Energy disaggregation
  • AI-powered analytics
  • Personalized recommendations
  • Customer segmentation
  • Home energy reports
  • Program enrollment
  • Mobile app platform
  • Behavioral insights

What people use each for

The jobs each tool is most often brought in to do.

Banana

  • Historically, serverless GPU inference for machine learning modelsnot Bidgely UtilityAI
  • Migration reference for teams that ran models on Banana before the 2024 shutdownnot Bidgely UtilityAI

Bidgely UtilityAI

  • Disaggregating household energy use to appliance level from meter datanot Banana
  • Targeting energy efficiency programmes at the right customersnot Banana
  • Detecting EV ownership for utility programmesnot Banana
  • Demand response and load flexibility planningnot Banana
  • Identifying customers for affordability programmesnot Banana

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Banana

  • Banana shut down its serverless GPU infrastructure on 31 March 2024 at noon PST and told customers to migrate to another provider by that time
  • The vendor's own sunset notice names limited runway, retention problems and GPU supply constraints as the reasons for closing
  • The banana.dev site still displays pricing tiers, but every tier links to the sunset notice rather than to a purchase

Bidgely UtilityAI

  • Sold to utilities rather than to energy consumers, so an individual cannot buy it
  • Pricing is not published
  • Value depends on access to meter data, so it needs the utility's own data pipeline

Pricing, plan by plan

Banana

$1200/month
  • Team$1200/month
    • 10 team members
    • 5 projects
    • 50 max parallel GPUs
  • Enterprise$null/custom
    • Custom seat limit
    • Custom GPU configuration

Bidgely UtilityAI

On request

No published plan breakdown. See the Bidgely UtilityAI review.

Which should you pick?

Choose Banana if

  • You need gpu inference.
  • You work on Cloud, Api.
  • You also want auto-scaling.
Banana review

Choose Bidgely UtilityAI if

  • You need energy disaggregation.
  • You work on Web, Mobile, Api.
  • You also want ai-powered analytics.
Bidgely UtilityAI review

Questions people ask

Is Banana or Bidgely UtilityAI better?
Neither clearly leads. Banana starts at $1200/month and Bidgely UtilityAI at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Banana or Bidgely UtilityAI?
Banana starts at $1200/month and Bidgely UtilityAI at On request.
Does Banana or Bidgely UtilityAI run on more platforms?
Banana runs on Cloud, Api. Bidgely UtilityAI runs on Web, Mobile, Api.
What is Banana best used for?
Banana is most often used for historically, serverless gpu inference for machine learning models, migration reference for teams that ran models on banana before the 2024 shutdown. Of those, historically, serverless gpu inference for machine learning models and migration reference for teams that ran models on banana before the 2024 shutdown are not what Bidgely UtilityAI is typically brought in for.
What can Banana do that Bidgely UtilityAI cannot?
Banana covers GPU inference, Auto-scaling, Docker deployment, Low latency. Bidgely UtilityAI covers Energy disaggregation, AI-powered analytics, Personalized recommendations, Customer segmentation.

Answered from the vendors’ own pages

Banana: How much does Banana's Team plan cost?

The Team plan costs $1,200 per month plus the cost of compute resources at cost with zero markup applied.

Source
Bidgely UtilityAI: Why is pricing not published for Bidgely?

Bidgely does not list specific pricing on its website. Interested parties are directed to contact the company through 'Contact Us' or 'Speak with an Expert' options for pricing inquiries.

Source
Banana: What is the maximum team size on Banana's Team plan?

The Team plan includes 10 team members and supports a maximum of 5 projects with up to 50 parallel GPUs.

Source
Bidgely UtilityAI: How do I get a pricing quote from Bidgely?

Bidgely directs potential customers to use the 'Speak with an Expert' call-to-action on their website to discuss pricing and capabilities.

Source
Banana: Does Banana offer an Enterprise plan with custom pricing?

Banana offers an Enterprise plan with custom pricing plus at-cost compute, including SAML SSO, automation API, and dedicated support.

Source
Bidgely UtilityAI: Is there a free trial available without a sales contact?

The website does not mention a free trial option. All pricing inquiries appear to require direct engagement with Bidgely's sales team.

Source
Share

Related pages

More on Banana

More on Bidgely UtilityAI

Keep looking

Other head to heads