Is Gumloop or Orange better?

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

Which is cheaper, Gumloop or Orange?

Gumloop starts at Free and Orange at Free.

Does Gumloop or Orange run on more platforms?

Gumloop runs on Web, Slack, Microsoft Teams, Gmail. Orange 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 Orange is typically brought in for.

What can Gumloop do that Orange cannot?

Gumloop covers No-code agent builder, 300+ app integrations, Company Brain, Self-improving agents. Orange covers Visual programming, Data visualization, Machine learning, Text mining.

AI · head to head

Gumloop vs Orange

Gumloop

AI infrastructure platform for building and deploying autonomous agents

From: Free
Rated: -

Full review Website

Orange

Machine Learning

Data mining and visualization toolkit

From: Free
Rated: -

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; Orange orange is licensed under the GNU General Public License version 3, so distributing modified or derived software requires releasing the source under the GPL
They diverge on capability: Gumloop covers No-code agent builder, Orange covers Visual programming.
Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Gumloop and Orange actually diverge.

Attributes where Gumloop and Orange differ
Attribute	Gumloop	Orange
Pricing model	Tiered subscription with usage credits	open-source
Platforms	Web, Slack, Microsoft Teams, Gmail	Linux, Mac, Windows
Category	AI	Machine Learning
Founded	Unknown	1996

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 Orange

Visual programming
Data visualization
Machine learning
Text mining
Bioinformatics
Python
scikit-learn
PyQt

What people use each for

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

Gumloop

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

Orange

Visual programming for data mining and machine learning workflowsnot Gumloop
Teaching data science without writing codenot Gumloop
Exploratory data visualisation and clustering on tabular datanot 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

Orange

Orange is licensed under the GNU General Public License version 3, so distributing modified or derived software requires releasing the source under the GPL
The widgets and canvas are built on Qt, which is itself distributed under GPL 3.0
Orange add-ons may carry additional licensing requirements set in their own licence files
Documentation and website content are under Creative Commons Attribution-ShareAlike, which imposes an attribution and share-alike obligation on reuse
The software is distributed without any warranty of merchantability or fitness for a particular purpose

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

Orange

Free

Open SourceFree
- Visual programming
- Machine learning
- Data visualization

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 Orange if

You need visual programming.
You want to start without paying.
You work on Linux, Mac, Windows.
You also want data visualization.

Orange review

Questions people ask

Is Gumloop or Orange better?: Neither clearly leads. Gumloop starts at Free and Orange at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Gumloop or Orange?: Gumloop starts at Free and Orange at Free.
Does Gumloop or Orange run on more platforms?: Gumloop runs on Web, Slack, Microsoft Teams, Gmail. Orange 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 Orange is typically brought in for.
What can Gumloop do that Orange cannot?: Gumloop covers No-code agent builder, 300+ app integrations, Company Brain, Self-improving agents. Orange covers Visual programming, Data visualization, Machine learning, Text mining.

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

Orange: What is the cost of Orange Data Mining?

Orange Data Mining is free open-source software available for Windows, Mac, and other platforms. There are no subscription fees, licensing costs, or paid tiers.

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

Orange: How is Orange Data Mining funded?

Orange Data Mining is supported through optional voluntary donations. The project encourages donations from users who value the software to support bug fixes, new features, educational content, and infrastructure maintenance.

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

Gumloop vs Orange

Gumloop

Orange

The short version

Where they differ

What each one covers

Only in Gumloop

Only in Orange

What people use each for

Gumloop

Orange

Where each one falls short

Gumloop

Orange

Pricing, plan by plan

Gumloop

Orange

Which should you pick?

Choose Gumloop if

Choose Orange if

Questions people ask

Answered from the vendors’ own pages

Related pages

More on Gumloop

More on Orange

Keep looking

Other head to heads