kitio.aiGemini Enterprise Agent Platform vs Datology
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Gemini Enterprise Agent Platform starts at See pricing page and Datology starts at See pricing page. Check both pricing pages for current plans.
Google Cloud's platform for models and agents, formerly Vertex AI
PaidAt a glance
Best for
Category
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Model Garden
- Fine-tuning and evaluation
- Search grounding
- Agent hosting
- Enterprise security controls
- Data cleaning and filtering
- Quality and task calibration
- Synthetic data generation
- Staged dataset mixing
- Private cloud deployment
| Feature | Gemini Enterprise Agent Platform | Datology |
|---|---|---|
| Best for | Google Cloud's platform for models and agents, formerly Vertex AI | Automated curation of training data for custom AI models |
| Category | Models & APIs | Models & APIs |
| Pricing model | Paid | Paid |
| Starting price | See pricing page | See pricing page |
| Free plan | No | No |
| Made by | DatologyAI | |
| Based in | United States | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Gemini Enterprise Agent Platform starts at See pricing page and Datology 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 Oct 28, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
Gemini Enterprise Agent Platform
- Many models under one bill
- Deep Google Cloud integration
- Strong governance tools
- Complex for small teams
- Renamed services confuse docs
- Pricing spread across many SKUs
Datology
- Runs inside your own cloud
- Works on your proprietary data
- Covers cleaning through dataset mixing
- No public pricing, sales contact needed
- Meant for teams training models
- Limited self-serve detail on the site
Which one should you choose?
Choose Gemini Enterprise Agent Platform if you want:
- Many models under one bill
- Deep Google Cloud integration
- Strong governance tools
Watch out: complex for small teams.
Choose Datology if you want:
- Runs inside your own cloud
- Works on your proprietary data
- Covers cleaning through dataset mixing
Watch out: no public pricing, sales contact needed.
Gemini Enterprise Agent Platform vs Datology FAQ
What is the difference between Gemini Enterprise Agent Platform and Datology?
Gemini Enterprise Agent Platform: Google Cloud's platform for models and agents, formerly Vertex AI. Datology: Automated curation of training data for custom AI models. Both are models & apis tools.
Is Gemini Enterprise Agent Platform or Datology cheaper?
Gemini Enterprise Agent Platform starts at See pricing page and Datology starts at See pricing page. Check both pricing pages for current plans.
Do Gemini Enterprise Agent Platform and Datology have free plans?
Gemini Enterprise Agent Platform: No. Datology: No.
Who makes Gemini Enterprise Agent Platform?
Gemini Enterprise Agent Platform is made by Google, based in United States.
Who makes Datology?
Datology is made by DatologyAI.
Which should I choose, Gemini Enterprise Agent Platform or Datology?
Choose Gemini Enterprise Agent Platform if you value many models under one bill and deep google cloud integration. Choose Datology if you value runs inside your own cloud and works on your proprietary data.