kitio.aiRoboto AI vs Dremio
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Roboto AI starts at See pricing page and Dremio starts at See pricing page. Check both pricing pages for current plans.
At a glance
Best for
Category
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Robot log ingestion
- Automated analysis Actions
- Anomaly and event search
- Dataset curation
- AI triage agents
- SDK, API and MCP server
- AI agent for data questions
- AI semantic layer
- Intelligent query engine
- Open catalog on Apache Polaris
- Apache Iceberg support
- Cloud, self-managed and free editions
| Feature | Roboto AI | Dremio |
|---|---|---|
| Best for | Analytics and AI agents for robot logs and Physical AI datasets | Open data lakehouse with an AI agent and semantic layer for analytics |
| Category | Data & analytics | Data & analytics |
| Pricing model | Freemium | Freemium |
| Starting price | See pricing page | See pricing page |
| Free plan | Yes | Yes |
| Made by | Roboto | Dremio |
| Based in | – | United States |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Roboto AI starts at See pricing page and Dremio starts at See pricing page. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
3 plans
Free
Free
- Up to 3 users
- 100 GB storage
- 50 compute credits
- Limited AI credits
Premium
Contact sales
- 1 TB storage included
- 250+ compute credits a month
- Monthly AI credits for agents
Enterprise
Contact sales
- Any data region
- Self-managed deployment
- Custom features
3 plans
Community Edition
Free
- Free query engine
- Runs on your own machine
Dremio Cloud
$0.20 / DCU
- Fully managed
- Automatic scaling
- 30-day trial with $400 credit
Dremio Enterprise
Contact sales
- Self-managed deployment
- Kubernetes or on-premises
- Own security policies
Prices in USD, checked Nov 5, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
Roboto AI
- Supports common robotics log formats
- Free tier for small teams
- Agents speed up failure investigation
- Premium pricing requires a sales call
- Free data retention is 6 months
- Specialised for robotics teams only
Dremio
- Built on open formats, so less lock-in
- Free Community Edition
- $400 trial credit for the cloud version
- Usage pricing makes costs hard to forecast
- Enterprise pricing only through sales
- Ownership change to SAP may shift the roadmap
Which one should you choose?
Choose Roboto AI if you want:
- Supports common robotics log formats
- Free tier for small teams
- Agents speed up failure investigation
Watch out: premium pricing requires a sales call.
Choose Dremio if you want:
- Built on open formats, so less lock-in
- Free Community Edition
- $400 trial credit for the cloud version
Watch out: usage pricing makes costs hard to forecast.
Roboto AI vs Dremio FAQ
What is the difference between Roboto AI and Dremio?
Roboto AI: Analytics and AI agents for robot logs and Physical AI datasets. Dremio: Open data lakehouse with an AI agent and semantic layer for analytics. Both are data & analytics tools.
Is Roboto AI or Dremio cheaper?
Roboto AI starts at See pricing page and Dremio starts at See pricing page. Check both pricing pages for current plans.
Do Roboto AI and Dremio have free plans?
Roboto AI: Yes. Dremio: Yes.
Who makes Roboto AI?
Roboto AI is made by Roboto.
Who makes Dremio?
Dremio is made by Dremio, based in United States.
Which should I choose, Roboto AI or Dremio?
Choose Roboto AI if you value supports common robotics log formats and free tier for small teams. Choose Dremio if you value built on open formats, so less lock-in and free community edition.