Is Gumloop or Weka better?

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

Which is cheaper, Gumloop or Weka?

Gumloop starts at Free and Weka at Free.

Does Gumloop or Weka run on more platforms?

Gumloop runs on Web, Slack, Microsoft Teams, Gmail. Weka runs on Linux, Mac, Windows.

Can I use Gumloop for free?

Both have a free tier, so you can try either at no cost before committing.

What is Gumloop best used for?

Gumloop is most often used for crm management and sales pipeline analysis, lead qualification and sales outreach automation, meeting preparation and call analysis, data analysis and automated reporting. Of those, crm management and sales pipeline analysis and lead qualification and sales outreach automation are not what Weka is typically brought in for.

What can Gumloop do that Weka cannot?

Gumloop covers No-code agent builder, 300+ app integrations, Company Brain, Self-improving agents. Weka covers Classification, Regression, Clustering, Association rules.

AI · head to head

Gumloop vs Weka

Gumloop

AI infrastructure platform for building and deploying autonomous agents

From: Free
Free plan: Yes

Full review Website

Weka

Machine Learning

Collection of machine learning algorithms

From: Free
Free plan: Yes

Full review Website

The short version

Each has a real cost: Gumloop pro plan at $37/month may be limiting for enterprises considering spending caps; Weka the package management system needs an internet connection to download and install packages, so an air-gapped install gets only the core distribution
They diverge on capability: Gumloop covers No-code agent builder, Weka covers Classification.
Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Gumloop and Weka actually diverge.

Attributes where Gumloop and Weka differ
Attribute	Gumloop	Weka
Pricing model	Tiered subscription with usage credits	open-source
Platforms	Web, Slack, Microsoft Teams, Gmail	Linux, Mac, Windows
Category	AI	Machine Learning
Founded	Unknown	1993

Identical on both: starting price (Free), free tier (Yes), 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 Gumloop

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

Only in Weka

Classification
Regression
Clustering
Association rules
Feature selection
Java
R
Python

What people use each for

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

Gumloop

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

Weka

Teaching and exploring classic machine learning algorithms through a GUInot Gumloop
Running data mining experiments and preprocessing without writing codenot Gumloop

Where each one falls short

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

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

Weka

The package management system needs an internet connection to download and install packages, so an air-gapped install gets only the core distribution
Weka is split into a stable 3.8 branch that receives only bug fixes and compatibility-safe upgrades and a 3.9 development branch that may receive features that break compatibility
Weka requires a 64-bit Java VM; the bundled installers ship Bellsoft OpenJDK 25 per platform and architecture

Pricing, plan by plan

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

Weka

Free

Open SourceFree
- All ML algorithms
- GUI and CLI
- Java API

Which should you pick?

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

Choose Weka if

You need classification.
You want to start without paying.
You work on Linux, Mac, Windows.
You also want regression.

Weka review

Questions people ask

Is Gumloop or Weka better?: Neither clearly leads. Gumloop starts at Free and Weka at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Gumloop or Weka?: Gumloop starts at Free and Weka at Free.
Does Gumloop or Weka run on more platforms?: Gumloop runs on Web, Slack, Microsoft Teams, Gmail. Weka runs on Linux, Mac, Windows.
Can I use Gumloop for free?: Both have a free tier, so you can try either at no cost before committing.
What is Gumloop best used for?: Gumloop is most often used for crm management and sales pipeline analysis, lead qualification and sales outreach automation, meeting preparation and call analysis, data analysis and automated reporting. Of those, crm management and sales pipeline analysis and lead qualification and sales outreach automation are not what Weka is typically brought in for.
What can Gumloop do that Weka cannot?: Gumloop covers No-code agent builder, 300+ app integrations, Company Brain, Self-improving agents. Weka covers Classification, Regression, Clustering, Association rules.

Answered from the vendors’ own pages

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

Weka: What is the cost of Weka software?

Weka is provided at no cost as open-source software released under the GNU General Public License, making it freely available for download and use.

Source

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

Weka: Are there commercial licensing options available?

Yes, the project offers information about commercial licenses for organizations requiring non-GPL terms, which can be found in their commercial applications documentation.

Source

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

Weka: What support resources are available to users?

Multiple support avenues exist including comprehensive documentation, frequently asked questions, dedicated help resources, and access to courses for learning the platform.

Source

Weka: Is source code access provided?

Yes, developers have full access to source code through the Git repository, along with development documentation and code credits for contributors.

Source

Gumloop vs Weka

Gumloop

Weka

The short version

Where they differ

What each one covers

Only in Gumloop

Only in Weka

What people use each for

Gumloop

Weka

Where each one falls short

Gumloop

Weka

Pricing, plan by plan

Gumloop

Weka

Which should you pick?

Choose Gumloop if

Choose Weka if

Questions people ask

Answered from the vendors’ own pages

Related pages

More on Gumloop

More on Weka

Keep looking

Other head to heads