How VerdictIQ compares.
A pre-hoc decision engine measured against the post-hoc lookup tools security teams already use. No winner framing, no adjective wars. The position is where the products actually sit.
Where the products differ.
Capability rows scored against publicly available documentation. Use the toggle on each detail page for a per-competitor view.
| Capability | VerdictIQ | VirusTotal | PassiveTotal | DomainTools | Recorded Future | GreyNoise |
|---|---|---|---|---|---|---|
| Pre-hoc verdict (decide before the IOC fires) | Pre-hoc | Post-hoc lookup | Post-hoc / historical | Post-hoc lookup | Post-hoc intel | Post-hoc lookup |
| Deterministic scoring (same IOC, same score) | Yes | Vendor flags drift | No | Risk Score | Platform-influenced | Yes |
| Scored on live data (not cached) | Recomputed live | Cached until rescan | Historical corpus | Periodic refresh | Platform cadence | Live sensor data |
| Explainable signal taxonomy | Group → Subgroup → Signal | No | Data sets, not a score | WHOIS profile fields | Intelligence Cards | Classification + tags |
| Newly-activated / pre-reputation detection | Yes | No | No | Partial | Partial | No |
| Behavioral signal analysis | DNS, crawl, relational | File sandbox only | Passive DNS data | Infra profiling | ML risk models | Scanner behavior |
| Phishing campaign mapping | Relational clustering | VT Graph (manual) | Manual pivoting | Guided pivots | Analyst-curated | IP noise only |
| AI analyst narrative | VerdictIQ AI | No | No | No | Recorded Future AI | No |
| Decision verification (bulk replay) | Bulk replay | No | No | No | No | No |
| Recommended action in the response | Yes | Detection votes, no action | Raw data, no action | Risk score, no action | Risk rules in-platform | Classification, not an action |
| SOAR-ready output (flat, no transform) | Decision, flat | Detection data, map it | Records, normalize | Profile fields, map | Rich object, map | Simple classification |
| One response shape across every IOC type | Same schema, every IOC | Per-type schemas | Varies by data set | Domain-centric | Per-entity objects | IP only |
| Drop-in API (no agent / migration) | One API call | Simple API | Defender onboarding | Iris onboarding | Platform onboarding | Simple API |
| Headless API operation (no UI required) | Yes | UI-led product | Defender / XDR UI | Iris UI is primary | Platform UI | Yes |
| Multi-IOC coverage | Domain today; IP, CIDR, ASN and file hash soon | File, URL, domain, IP | Domain, IP, host, cert | Domain primary | Broad | IP only |
| MSSP / multi-tenant | MSSP tier | Enterprise | Partial | Partial | Yes | Yes |
✓ supported · ~ partial or conditional · — not in scope. Specific values reflect the publicly documented behavior on 2026-05-23.
Where the decision lands.
One axis, no scoring. The question is not which tool is better but when its answer arrives: after the indicator fired, or before.
Honest routing, not a sales pitch.
Four scenarios where another product is the better starting point, and one where VerdictIQ is.
Need multi-engine file or URL verdicts?
Aggregates 70+ AV engines. The right primitive for files.
Compare in detailNeed historical passive DNS pivots?
PassiveTotal and Microsoft Defender TI carry the long-tail corpus.
Compare in detailNeed finished intelligence and dashboards?
Full TIP with analyst services and finished reports on top.
Compare in detailNeed to filter benign internet noise?
Classifies scanner and noise IPs as well as anyone.
Compare in detailWant the call and the action, not raw intel?
One verdict per IOC with the signals behind it, pre-hoc and behavioral, straight into SOAR.
See the matrixYou do not have to replace.
Most teams run VerdictIQ alongside one or two of the products above. The decision-grade JSON is designed to merge with existing enrichment outputs in the same SOAR playbook.
VerdictIQRun VerdictIQ on your own IOCs.
Free tier, no credit card. Call /verdict on a domain, see the signals fire, then compare the output against the tools you already use.
Last updated 2026-05-23. Based on publicly available documentation; verify current behavior with each vendor. All company and product names are trademarks of their respective owners. VerdictIQ makes no endorsement or claim regarding third-party services.