kitio.aiProdigy vs Deepen AI
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Prodigy starts at See pricing page and Deepen AI 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
- Model-assisted annotation
- NER and text classification
- Image and AV labeling
- LLM prompt evaluation
- spaCy training
- Custom Python recipes
- Targetless sensor calibration
- 3D point-cloud labeling
- Sensor fusion annotation
- Scenario validation
- Safety Pool scenario library
| Feature | Prodigy | Deepen AI |
|---|---|---|
| Best for | Scriptable annotation tool for training NLP, vision and LLM models | Sensor calibration, 3D labeling and validation data for physical AI |
| Category | Data & analytics | Data & analytics |
| Pricing model | Paid | Paid |
| Starting price | See pricing page | See pricing page |
| Free plan | No | No |
| Made by | Explosion | Deepen AI |
| Based in | Germany | United States |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Prodigy starts at See pricing page and Deepen AI starts at See pricing page. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
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
Prodigy
- Runs fully on your own machines
- Tight integration with spaCy
- Highly scriptable workflows
- Needs command-line and Python skills
- No free tier
- You manage installation and hosting
Deepen AI
- Covers calibration as well as labeling
- Built for safety-critical programs
- Holds ISO 27001 and SOC 2 Type II
- No public pricing
- Only relevant to physical AI teams
- Sales conversation required
Which one should you choose?
Choose Prodigy if you want:
- Runs fully on your own machines
- Tight integration with spaCy
- Highly scriptable workflows
Watch out: needs command-line and python skills.
Choose Deepen AI if you want:
- Covers calibration as well as labeling
- Built for safety-critical programs
- Holds ISO 27001 and SOC 2 Type II
Watch out: no public pricing.
Prodigy vs Deepen AI FAQ
What is the difference between Prodigy and Deepen AI?
Prodigy: Scriptable annotation tool for training NLP, vision and LLM models. Deepen AI: Sensor calibration, 3D labeling and validation data for physical AI. Both are data & analytics tools.
Is Prodigy or Deepen AI cheaper?
Prodigy starts at See pricing page and Deepen AI starts at See pricing page. Check both pricing pages for current plans.
Do Prodigy and Deepen AI have free plans?
Prodigy: No. Deepen AI: No.
Who makes Prodigy?
Prodigy is made by Explosion, based in Germany.
Who makes Deepen AI?
Deepen AI is made by Deepen AI, based in United States.
Which should I choose, Prodigy or Deepen AI?
Choose Prodigy if you value runs fully on your own machines and tight integration with spacy. Choose Deepen AI if you value covers calibration as well as labeling and built for safety-critical programs.