Developer Tools · head to head
Ansible vs Mode

Mode
Business Intelligence
Collaborative analytics for data teams
- From
- Free
- Free plan
- Yes
The short version
- Mode is a collaborative analytics platform.
- Free plans on both; paid from $5000/yr and $65/mo.
- Only Ansible lists inventory management; only Mode lists SQL Editor.
- Where Ansible falls short: Event-Driven Ansible and the AI coding assistant are platform features rather than open source ones.
- Where Mode falls short: free tier limited to 4GB RAM and 1 CPU for SQL notebooks, insufficient for large datasets.
- Prices and features on this page were last checked on 13 November 2026.
Where they differ
Only the attributes on which Ansible and Mode actually diverge.
Identical on both: starting price (Free), free tier (Yes).
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 Ansible
- Playbooks
- Inventory management
- Module library
- Variables and templating
- Handlers
- Roles
- Async tasks
- Plugins
Only in Mode
- SQL Editor
- Python/R Notebooks
- Interactive Reports
- Version Control
- Scheduling
- Snowflake
- Redshift
- BigQuery
What people use each for
The jobs each tool is most often brought in to do.
Ansible
- Configuration managementnot Mode
- Server provisioningnot Mode
- Application deploymentnot Mode
- Multi-node managementnot Mode
- Orchestrationnot Mode
Mode
- Self-service analyticsnot Ansible
- Data explorationnot Ansible
- Ad-hoc reportingnot Ansible
- Collaborative analysisnot Ansible
- Embedded analyticsnot Ansible
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
Ansible
- The open source project gives the engine and the language; the automation controller, automation mesh, automation hub, analytics and governance all belong to the paid Red Hat Ansible Automation Platform
- Event-Driven Ansible and the AI coding assistant are platform features rather than open source ones
- Red Hat does not publish platform pricing
- Running open source Ansible at scale means building the control plane the platform otherwise provides
Mode
- Free tier limited to 4GB RAM and 1 CPU for SQL notebooks, insufficient for large datasets
- Requires SQL knowledge for most analysis tasks, creating dependency on technical resources
- Paid plan pricing not publicly listed; requires sales consultation
- Recently acquired by ThoughtSpot in 2026, creating product direction uncertainty
- Limited customization options for visual aspects and embedded analytics
Pricing, plan by plan
Ansible
Free- Open SourceFree
- Community edition
- Unlimited nodes
- Full functionality
- Ansible Automation Platform$5,000/yr
- Enterprise support
- Ansible Tower
- Advanced features
Mode
Free- FreeFree
- SQL Editor
- Python/R Notebooks
- Basic Charts
- Business$65/mo
- Advanced Visualizations
- Collaboration
- Integrations
Which should you pick?
Choose Ansible if
- You need playbooks.
- You want to start without paying.
- You work on Linux, Windows, macOS, API.
- You also want inventory management.
Choose Mode if
- You need sql editor.
- You want to start without paying.
- You also want python/r notebooks.
Questions people ask
- Is Ansible or Mode better?
- Neither clearly leads. Ansible starts at Free and Mode at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Ansible or Mode?
- Ansible starts at Free and Mode at Free.
- Does Ansible or Mode run on more platforms?
- Ansible runs on Linux, Windows, macOS, API. Mode runs on Web.
- Can I use Ansible for free?
- Both have a free tier, so you can try either at no cost before committing.
- What is Ansible best used for?
- Ansible is most often used for configuration management, server provisioning, application deployment, multi-node management. Of those, configuration management and server provisioning are not what Mode is typically brought in for.
- What can Ansible do that Mode cannot?
- Ansible covers Playbooks, Inventory management, Module library, Variables and templating. Mode covers SQL Editor, Python/R Notebooks, Interactive Reports, Version Control.
Answered from the vendors’ own pages
Ansible: Is Ansible free for commercial use?
Ansible Collaborative is open source. The page describes it as 'an open source IT automation engine' and does not impose restrictions on commercial use for the open source version.
SourceMode: What languages does Mode support for analysis?
Mode notebooks support SQL, Python (3.11 with pandas, NumPy, scikit-learn, matplotlib), and R (4.2.0 with ggplot2, dplyr, tidyr). Both Python and R allow additional library installation at runtime.
SourceAnsible: What is the difference between open source Ansible and the commercial alternative?
The page references Red Hat Ansible Automation Platform as an enterprise alternative to Ansible Collaborative, but does not disclose specific differences, pricing, or feature comparisons between the two offerings.
SourceMode: Can I integrate Mode notebook results into reports?
Yes. Mode allows adding notebook cell results directly to reports, with synchronized scheduling so reports re-run to keep data current.
SourceAnsible: Is there paid support available for Ansible?
The page does not disclose whether paid support contracts are available for open source Ansible or whether Red Hat offers support plans for their enterprise Ansible Automation Platform.
SourceMode: Does Mode support collaborative analysis?
Yes. Mode notebooks provide moveable code blocks and markdown cells enabling exploratory analysis and team collaboration on data queries and visualizations.
SourceRelated pages
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- Mode vs Terraform
- Mode vs Nix
- Mode vs Kubernetes
- Mode vs Jenkins
- Mode vs Garden
- Mode vs LaunchDarkly
- Mode vs GitLab
- Mode vs Penpot
- Mode vs Bazel
- Mode vs Depot
- Mode vs Pants Build
- Mode vs Helix
- Mode vs Visual Studio
- Mode vs Warp
- Mode vs WebStorm
- Mode vs Xlinesoft
- Mode vs Docker
- Mode vs GitHub Copilot
- Mode vs Periscope Data
- Mode vs Domo
- Mode vs Fabi
- Mode vs Deepnote
- Mode vs Yellowfin
- Mode vs TIBCO Spotfire
- Mode vs Hex
- Mode vs PostHog
- Mode vs GoodData
- Mode vs Grow
- Mode vs Mixpanel
- Mode vs Pendo
- Mode vs Chartio
- Mode vs ChartMogul
- Mode vs Dundas BI
- Mode vs Exa
- Mode vs Glassbox
- Mode vs Glean

