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The Infostealer Index · Vendor profile

Constella Intelligence

Constella Intelligence came out of the 2020 merger of 4iQ and Alto Analytics. It sells identity risk data for account-takeover and fraud prevention through APIs, feeds and its Hunter tool, including an infostealer API with session cookies, hostnames, IPs and malware strain.

Infostealer specialist Los Altos, USA constella.ai

Score profile

Each bar is out of 10. The thin line marks the average across all 34 vendors.

Infostealer Specialization 7 +1.6
Machine-Level Infection Context 8 +3.1
Exposure Segmentation 6 +1.1
Session Cookie & Token Coverage 9 +4.6
Collection Freshness 8 +1.2
Infostealer Research & Attribution 8 +1.6
Free Tools & Free API 2 −2.1
API & Integrations 9 +2.3
Pricing Accessibility & Time-to-Value 4 −1.4

Stands out on

  • Sessions9 vs 4.4
  • Machine Context8 vs 4.9
  • API9 vs 6.7

Trails the field on

  • Free Access2 vs 4.1

At a glance

Best suited to
Fraud and account-takeover teams consuming data by API
Pricing
Enterprise pricing on request
Founded
2020
Ownership
Independent

Capabilities

4 of 8 infostealer capabilities fully available, based on public product information.

Machine-level infection data Yes
Session cookies & tokens Yes
Employee vs. customer split Partial
Third-party / supply-chain exposure Partial
API access Yes
Free tier / free API No
Self-serve signup No
Public infostealer research Yes

Closest peers

Vendors whose nine scores most closely match Constella Intelligence's — the ones you'd most likely shortlist together.

#11 · 62.1 91% match
Compare
#9 · 67.8 85% match
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#3 · 81.3 85% match
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#8 · 68.0 85% match
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#4 · 70.4 84% match
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Also see Hudson Rock vs Constella Intelligence.

Questions & answers

Where does Constella Intelligence rank in the Infostealer Index?

Constella Intelligence is #7 of 34 overall with 68.9/100, and #5 of 9 in the infostealer specialist category.

What is Constella Intelligence strongest at?

Compared with the field average, Constella Intelligence stands out most on sessions (9/10 vs 4.4), machine context (8/10 vs 4.9) and api (9/10 vs 6.7).

Which vendors are most similar to Constella Intelligence?

Based on how closely their nine scores match, the nearest profiles are Flashpoint, NordStellar and SpyCloud.

How is Constella Intelligence priced?

Enterprise pricing on request. Check with the vendor for current pricing.

Sources

Public material the scores are based on.

Shortlisting Constella Intelligence? Check your exposure first

Rankings only go so far. Look up your domain for free and see which employees, customers and suppliers have already been hit by infostealers.

Scores are Hudson Rock's editorial opinion of each vendor's infostealer intelligence, based on public information (websites, documentation and published research) as of October 12, 2026. Only infostealer-related capabilities are assessed, not a vendor's overall quality or other products. Field averages, peer matches and comparisons are calculated from those scores.

This is general information, not a recommendation to buy or avoid any product, and it may be out of date: confirm details with each vendor. Product names and logos belong to their owners and are used only to identify them. Vendors can request a correction through Hudson Rock's contact page.

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