kitio.aiAdaptive ML vs Entry Point AI
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Adaptive ML starts at See pricing page and Entry Point AI starts at $49/mo. 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
- RL-based model tuning
- LLM evaluation
- Model serving
- Open model specialization
- Enterprise deployment
- AI transforms on data rows
- Synthetic data generation
- Model fine-tuning
- Quality check against base models
- Approve or reject examples
| Feature | Adaptive ML | Entry Point AI |
|---|---|---|
| Best for | Tune, evaluate and serve specialized LLMs with reinforcement learning | Fine-tune models and run AI prompts across your data rows |
| Category | Models & APIs | Models & APIs |
| Pricing model | Paid | Free trial |
| Starting price | See pricing page | $49/mo |
| Free plan | No | No, trial available |
| Made by | Adaptive ML | Entry Point AI |
| Based in | France | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
|
|
Pricing compared
Adaptive ML starts at See pricing page and Entry Point AI starts at $49/mo. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
4 plans
Starter
$49/mo
- Up to 5,000 rows
- 3 seats
- Full toolkit
Growth
$99/mo
- Up to 25,000 rows
- 5 seats
- Everything in Starter
Pro
$249/mo
- Up to 100,000 rows
- 10 seats
- Premium support
Enterprise
Contact sales
- Custom volumes
- Talk to the team
Prices in USD, checked Oct 29, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
Adaptive ML
- Lets smaller models match larger ones
- Evaluation and serving in one place
- You own the tuned models
- Acquired by Datadog, roadmap unclear
- No public pricing
- Needs ML expertise to use well
Entry Point AI
- Three tools in one workflow
- Human review of generated training data
- Every plan includes the full toolkit
- Compares fine-tuned and prompted models
- Plans are capped by row count
- No permanent free plan listed
- Needs labeled examples to start
Which one should you choose?
Choose Adaptive ML if you want:
- Lets smaller models match larger ones
- Evaluation and serving in one place
- You own the tuned models
Watch out: acquired by datadog, roadmap unclear.
Choose Entry Point AI if you want:
- Three tools in one workflow
- Human review of generated training data
- Every plan includes the full toolkit
Watch out: plans are capped by row count.
Adaptive ML vs Entry Point AI FAQ
What is the difference between Adaptive ML and Entry Point AI?
Adaptive ML: Tune, evaluate and serve specialized LLMs with reinforcement learning. Entry Point AI: Fine-tune models and run AI prompts across your data rows. Both are models & apis tools.
Is Adaptive ML or Entry Point AI cheaper?
Adaptive ML starts at See pricing page and Entry Point AI starts at $49/mo. Check both pricing pages for current plans.
Do Adaptive ML and Entry Point AI have free plans?
Adaptive ML: No. Entry Point AI: No, trial available.
Who makes Adaptive ML?
Adaptive ML is made by Adaptive ML, based in France.
Who makes Entry Point AI?
Entry Point AI is made by Entry Point AI.
Which should I choose, Adaptive ML or Entry Point AI?
Choose Adaptive ML if you value lets smaller models match larger ones and evaluation and serving in one place. Choose Entry Point AI if you value three tools in one workflow and human review of generated training data.