kitio.aiSift vs Arya.ai
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Sift starts at See pricing page and Arya.ai starts at See pricing page. Check both pricing pages for current plans.
At a glance
Best for
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Real-time risk scoring
- Payment fraud protection
- Account takeover defense
- Fake account detection
- Automated decision workflows
- AI agents for fraud teams
- Apex AI API library
- Nexus API gateway
- Cred AI credit risk
- AryaXAI model observability
- Document processing
| Feature | Sift | Arya.ai |
|---|---|---|
| Best for | Machine-learning fraud prevention for payments and user accounts | Production-ready AI models and APIs for banks and insurers |
| Category | Legal, finance & HR | Legal, finance & HR |
| Pricing model | Paid | Paid |
| Starting price | See pricing page | See pricing page |
| Free plan | No | No |
| Made by | Sift | Arya.ai |
| Based in | United States | India |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Sift starts at See pricing page and Arya.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 Oct 29, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
Sift
- Covers payments, logins and sign-ups
- Network data from many businesses
- Documented score API
- Expert services available
- No public pricing
- Demo required before buying
- Needs engineering work to send events
Arya.ai
- Models built for finance use cases
- Cloud, on-premise or hybrid deployment
- Includes model explainability tooling
- No public pricing
- Focused on banking and insurance
- Sold through demos and sales calls
Which one should you choose?
Choose Sift if you want:
- Covers payments, logins and sign-ups
- Network data from many businesses
- Documented score API
Watch out: no public pricing.
Choose Arya.ai if you want:
- Models built for finance use cases
- Cloud, on-premise or hybrid deployment
- Includes model explainability tooling
Watch out: no public pricing.
Sift vs Arya.ai FAQ
What is the difference between Sift and Arya.ai?
Sift: Machine-learning fraud prevention for payments and user accounts. Arya.ai: Production-ready AI models and APIs for banks and insurers. Both are legal, finance & hr tools.
Is Sift or Arya.ai cheaper?
Sift starts at See pricing page and Arya.ai starts at See pricing page. Check both pricing pages for current plans.
Do Sift and Arya.ai have free plans?
Sift: No. Arya.ai: No.
Who makes Sift?
Sift is made by Sift, based in United States.
Who makes Arya.ai?
Arya.ai is made by Arya.ai, based in India.
Which should I choose, Sift or Arya.ai?
Choose Sift if you value covers payments, logins and sign-ups and network data from many businesses. Choose Arya.ai if you value models built for finance use cases and cloud, on-premise or hybrid deployment.