kitio.aiSift vs AlphaResearch
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Sift starts at See pricing page and AlphaResearch 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
- Filing and transcript search
- Transcript sentiment analysis
- Fundamentals and estimates
- Notes and highlights
- Research sharing
- API access
| Feature | Sift | AlphaResearch |
|---|---|---|
| Best for | Machine-learning fraud prevention for payments and user accounts | AI search across SEC filings, transcripts and company documents |
| Category | Legal, finance & HR | Legal, finance & HR |
| Pricing model | Paid | Free trial |
| Starting price | See pricing page | See pricing page |
| Free plan | No | No, trial available |
| Made by | Sift | AlphaResearch |
| Based in | United States | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Sift starts at See pricing page and AlphaResearch 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
AlphaResearch
- Searches filings and transcripts together
- Detects tone changes in earnings calls
- Free trial to test searches
- Pricing not shown on the homepage
- Interface aimed at finance professionals
- Mostly focused on listed companies
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 AlphaResearch if you want:
- Searches filings and transcripts together
- Detects tone changes in earnings calls
- Free trial to test searches
Watch out: pricing not shown on the homepage.
Sift vs AlphaResearch FAQ
What is the difference between Sift and AlphaResearch?
Sift: Machine-learning fraud prevention for payments and user accounts. AlphaResearch: AI search across SEC filings, transcripts and company documents. Both are legal, finance & hr tools.
Is Sift or AlphaResearch cheaper?
Sift starts at See pricing page and AlphaResearch starts at See pricing page. Check both pricing pages for current plans.
Do Sift and AlphaResearch have free plans?
Sift: No. AlphaResearch: No, trial available.
Who makes Sift?
Sift is made by Sift, based in United States.
Who makes AlphaResearch?
AlphaResearch is made by AlphaResearch.
Which should I choose, Sift or AlphaResearch?
Choose Sift if you value covers payments, logins and sign-ups and network data from many businesses. Choose AlphaResearch if you value searches filings and transcripts together and detects tone changes in earnings calls.