Is Banana or Galileo better?

Neither clearly leads. Banana starts at $1200/month and Galileo at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.

Which is cheaper, Banana or Galileo?

Galileo has a free tier; the other does not. Paid plans start at $1200/month for Banana and Free for Galileo.

Does Banana or Galileo run on more platforms?

Banana runs on Cloud, Api. Galileo runs on web, api.

Can I use Galileo for free?

Yes. Galileo has a free tier, so you can try it without paying. Banana starts at $1200/month.

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 Galileo is typically brought in for.

What can Banana do that Galileo cannot?

Banana covers GPU inference, Auto-scaling, Docker deployment, Low latency. Galileo covers Pre-built evaluations, Ground truth capture, Luna models, Agent behavior analysis.

AI · head to head

Banana vs Galileo

Banana

ML inference at scale

From: $1200/month
Rated: -

Full review Website

Galileo

Evaluation and observability platform for GenAI applications and agents

From: Free
Rated: -

Full review Website

The short version

Only Galileo has a free tier, so it costs nothing to try first.
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; Galileo the free plan is limited to 5,000 traces per month, which is quickly outgrown by production workloads.
They diverge on capability: Banana covers GPU inference, Galileo covers Pre-built evaluations.
Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Banana and Galileo actually diverge.

Attributes where Banana and Galileo differ
Attribute	Banana	Galileo
Starting price	$1200/month	Free
Pricing model	subscription	freemium
Free tier	No	Yes
Platforms	Cloud, Api	web, api
Founded	2021	Unknown

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 Banana

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

Only in Galileo

Pre-built evaluations
Ground truth capture
Luna models
Agent behavior analysis
Production guardrails
Flexible deployment

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 Galileo
Migration reference for teams that ran models on Banana before the 2024 shutdownnot Galileo

Galileo

Evaluating RAG and agent applications before production releasenot Banana
Monitoring live GenAI applications for failures and driftnot Banana
Applying real-time guardrails without custom integration worknot Banana
Reducing evaluation costs using distilled Luna judge modelsnot 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

Galileo

The free plan is limited to 5,000 traces per month, which is quickly outgrown by production workloads.
Real-time guardrails and unlimited trace capacity are reserved for the custom-priced Enterprise tier.
Pro plan pricing scales with trace volume, so costs can grow unpredictably as usage increases.
On-premises deployment requires an Enterprise contract rather than being available self-serve.

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

Galileo

Free

FreeFree
- 5,000 traces/month
- Unlimited users
- Unlimited custom evaluations
Pro$100/month
- 50,000 traces/month
- Standard role-based access control
- Advanced analytics and insights
Enterprise$undefined/mo
- Unlimited trace capacity
- Custom rate limits
- Hosted, VPC, or on-prem deployment

Which should you pick?

Choose Banana if

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

Banana review

Choose Galileo if

You need pre-built evaluations.
You want to start without paying.
You work on web, api.
You also want ground truth capture.

Galileo review

Questions people ask

Is Banana or Galileo better?: Neither clearly leads. Banana starts at $1200/month and Galileo at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Banana or Galileo?: Galileo has a free tier; the other does not. Paid plans start at $1200/month for Banana and Free for Galileo.
Does Banana or Galileo run on more platforms?: Banana runs on Cloud, Api. Galileo runs on web, api.
Can I use Galileo for free?: Yes. Galileo has a free tier, so you can try it without paying. Banana starts at $1200/month.
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 Galileo is typically brought in for.
What can Banana do that Galileo cannot?: Banana covers GPU inference, Auto-scaling, Docker deployment, Low latency. Galileo covers Pre-built evaluations, Ground truth capture, Luna models, Agent behavior analysis.

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

Galileo: What does Galileo cost?

Galileo offers a free plan, a Pro plan at $100/month billed yearly (with a 33% annual discount), and a custom-priced Enterprise plan for unlimited trace capacity.

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

Galileo: Is there a free plan, and what are its limits?

The Free plan includes 5,000 traces per month with unlimited users and unlimited custom evaluations, aimed at developers and small teams experimenting with GenAI.

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

Galileo: How is usage metered?

Galileo's pricing scales based on the number of traces processed each month, with Free capped at 5,000, Pro at 50,000, and Enterprise offering unlimited trace capacity.

Source

Banana vs Galileo

Banana

Galileo

The short version

Where they differ

What each one covers

Only in Banana

Only in Galileo

What people use each for

Banana

Galileo

Where each one falls short

Banana

Galileo

Pricing, plan by plan

Banana

Galileo

Which should you pick?

Choose Banana if

Choose Galileo if

Questions people ask

Answered from the vendors’ own pages

Related pages

More on Banana

More on Galileo

Keep looking

Other head to heads