Why Security Teams Switch to
Picus and Horizon3 both run autonomous penetration testing, proving where an attacker can break in and reach your crown jewels. Picus goes further, adding Breach and Attack Simulation and Exposure Validation to test whether your controls actually stop the attack, which exposures are truly exploitable, and how to fix them, across your entire attack surface, including the assets and vulnerabilities a live pentest cannot safely exploit.
NodeZero finds exploitable attack paths. So does Picus. The difference is what happens next. Picus validates whether your controls would have blocked that path, whether your SIEM logged it, and whether the detection rule fired, then hands you the exact vendor-specific fix and re-tests to confirm the gap is closed. NodeZero stops at the finding, Picus runs the full loop.
Knowing a path is exploitable is the first question. Whether your NGFW, WAF, e-mail gateway signatures or EDR and SIEM detection rules would actually catch an attacker walking it is the second. Whether that path even leads to an asset you care about is the third. NodeZero answers the first. Picus answers all three, so you spend remediation effort on the exposures that are exploitable, undetected, and business-critical at once.
Most NodeZero customers see their biggest findings in the first 90 days. You fix the critical paths, clean up credentials, patch the misconfigurations, and then re-run the same tool over increasingly familiar ground. Picus introduces net-new tests every time a threat emerges, turning a fresh CVE or threat report into a runnable simulation in minutes. You are continuously asking whether your stack stops what attackers are doing right now.
NodeZero customers typically still need a BAS tool, a detection validation solution, and an exposure validation platform. That is three more vendor conversations, three more contracts, three more integrations, three more dashboards. Picus is all of it: automated pentesting, Breach and Attack Simulation, exposure validation, detection rule validation, attack surface management, and more, in one platform that scales.
When NodeZero finds a weakness, it tells you what is broken. When Picus finds a control gap, it hands you the exact prevention signature or detection rule for your specific vendor stack, drawing on 80,000+ signatures and detection rules across 50+ vendors. There is a measurable difference between "your IPS missed this" and "here is the exact signature to deploy to your Palo Alto firewall, and the precise detection rule to add to your Splunk."
NodeZero proves a path by running the exploit, which means the assets it cannot safely exploit, your production database, the restricted segment, and the vulnerabilities it cannot exploit, the CVE with no working exploit yet, the technique too disruptive to run, go untested. Picus infers exploitability from the TTP chain against your deployed controls, so you get an answer on the assets and vulnerabilities NodeZero leaves dark.
Picus and Horizon3 have both strong autonomous penetration testing platforms. Horizon3 validates from the attacker's point of view alone, leaving you to work out whether your controls would have blocked it, which exposures matter most, and how to fix them. Picus answers all three, unifying autonomous pentesting with Breach and Attack Simulation and Exposure Validation in one platform. The comparison below breaks down both across platform scope, validation coverage, remediation, and more.
| Category | Comparison Criteria |
Picus
|
Horizon3
|
|---|---|---|---|
| Platform Scope | Attack surfaces covered |
Validates all surfaces: network, endpoint, application, email, detection and response, infrastructure attack paths, identity, cloud and containers, and AI |
Partial coverage. Primarily infrastructure and application attack paths, with identity and cloud coverage. |
| Automated Penetration Testing |
Horizon3.ai NodeZero product |
||
| Breach and Attack Simulation |
States in its own documentation that NodeZero is not a BAS tool. |
||
| Exposure Validation |
Picus Exposure Validation product proves exploitability across the whole estate, built on BAS, pentest, VM, and ASM findings. |
Positions RBVM as 'moving beyond autonomous pentesting,' built on only pentest findings |
|
| Validation Coverage | Real exploitation with proof of compromise |
Picus Autonomous Penetration Testing runs real exploits, not simulations, and demonstrates actual compromise |
NodeZero runs real-world exploits to prove impact |
| Validating assets out of pentest scope |
Picus Exposure Validation proves exploitability on these assets by inferring the attack chain |
High-risk and production assets are often scoped out to avoid operational risk, leaving them unvalidated |
|
| Testing CVEs with no working exploit |
Infers exploitability from the TTP chain of a CVE, so no exploit is required |
Can't test a CVE until a working exploit exists |
|
| Chaining weaknesses into full attack paths |
Chains exposures across hosts into complete attack paths, from initial access to crown jewels |
NodeZero chains exploits across hosts into complete attack paths |
|
| Exploitability at CVE disclosure |
Returns an exploitability finding on the day a CVE is disclosed |
Testing depends on an available exploit |
|
| Autonomous lateral movement and privilege escalation |
Moves laterally and escalates privilege to a defined objective |
Performs lateral movement and privilege escalation |
|
| Realistic attacker coverage |
Runs on EDR-protected production endpoints with full technique coverage at once |
Setup documentation instructs users to run no EDR on the NodeZero host. So attacks an EDR would block still run. |
|
| Custom threat and payload authoring |
Picus lets teams build custom threats and attack scenarios via Threat Builder |
Does not allow authoring of custom threats or payloads |
|
| Identity and Active Directory attack execution |
Executes Kerberoasting, credential harvesting, and AD compromise |
Exploits identity and AD misconfigurations to domain compromise |
|
| Control Validation | Firewall, IPS, NGFW, WAF effectiveness |
Validates whether prevention controls block real attack techniques across the kill chain |
Cannot validate whether your firewall, IPS, or NGFW blocks the attacker technique |
| Email gateway and data-exfiltration (DLP) control validation |
Validates whether email security gateways block malicious payloads and whether DLP controls stop data exfiltration |
Phishing tests measure credential impact and pentests prove exfiltration paths, but neither validates the email gateway or DLP controls |
|
| EDR detection and blocking effectiveness |
Validates whether EDR blocks, alerts on, or misses attack techniques, plus detection-rule performance |
ESE validates EDR blocking and alerting outcomes (Linux is not supported), but not detection-rule health |
|
| SIEM detection-rule validation |
Confirms whether specific SIEM alerting rules fire under real attack conditions |
Documentation describes manually correlating attack timestamps with SIEM logs; no rule validation. |
|
| AI and LLM attack-surface testing |
Picus tests guardrails on AI agents / LLMs against prompt injection and jailbreaks |
Does not validate customer AI or LLM deployments as a surface |
|
| Remediation | Vendor-specific, actionable fixes |
Provides 80,000+ prevention signatures and detection rules mapped to specific vendor controls |
Provides generic remediation guidance, but no vendor-specific prevention or detection signatures |
| Revalidation of findings |
Reruns a pentest or an attack simulation to confirm a fix worked |
Reruns a pentest to confirm a fix worked |
|
| Prioritization and Decision-Making | Exposure Prioritization |
Prioritize exposures by exploitability, live control effectiveness, business impact and asset criticality |
Prioritizes by exploitability and attacker pressure, without control-effectiveness context |
| Cross-tool normalization |
Ingests vulnerability scanner, BAS, and autonomous pentest output into one deduplicated queue |
Ingests scanner data for its own validation; no layer that normalizes across external tools |
|
| Unified MITRE ATT&CK coverage view |
Picus shows aggregate ATT&CK coverage across all simulations |
Maps individual pentest steps to ATT&CK; no consolidated cross-assessment coverage map |
|
| Integrations | Vulnerability scanner ingestion |
Ingests scanner data from tools like Tenable, Qualys, and Rapid7 to enrich and prioritize exposures |
VRI accepts manually uploaded scan exports from Tenable, Rapid7, and Qualys by file, not live API connectors |
| Security control integrations (NGFW, IPS, WAF, EDR, SIEM) |
50+ integrations that validate controls and push vendor-specific signatures and detection rules |
Integrations cover ticketing and SOAR handoff, not control validation or signature deployment |
|
| SIEM and SOAR connectivity |
Integrates with SIEM and SOAR to validate detections and automate signature and rule updates |
Connects to Splunk (CIM-mapped app), Sentinel, and Cortex XSOAR to push findings and alerts, not to validate detections or deploy rules |
|
| Deployment | Deployment flexibility |
On-premises, hybrid, and cloud, including air-gapped environments |
Requires uninterrupted cloud egress to Horizon3 and AWS throughout every test; offers a FedRAMP High instance and static-IP gateway for restricted networks |
| Recognition and Standing | Independent analyst recognition |
Named the Innovation Index Leader in the Frost Radar Automated Security Validation 2026, positioned first for innovation
|
Included in the same Frost Radar report, positioned mid-pack on the innovation axis
|
| Verified customer ratings (as of June 2026) |
98% willingness to recommend (highest in the Gartner AEV report) and Customers' Choice; 4.8 on Gartner Peer Insights (325 ratings) and 4.8 on G2 (229 reviews) |
90% willingness to recommend in the same Gartner AEV report; 4.7 on Gartner Peer Insights (151 ratings) and 4.7 on G2 (27 reviews) |
|
| Analyst category inclusion |
Recognized as a Gartner representative vendor for Adversarial Exposure Validation |
Recognized as a Gartner representative vendor for Adversarial Exposure Validation |
"What I like best about Picus Security is how it combines comprehensive threat simulations with actionable insights. The platform makes it possible to continuously validate whether our defenses—from endpoint solutions to firewalls and SIEM—are actually effective against the latest threats. The frequent updates and breadth of the threat library keep everything relevant, and the integrations with existing tools make adoption seamless. Whether in a large enterprise environment or a smaller team setup, Picus helps transform cybersecurity from reactive to proactive, saving time and strengthening overall resilience."
— User in Banking, Enterprise (>1000 employees)
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2025 Gartner Peer Insights Voice of the Customer for Adversarial Exposure Validation
If you're running Horizon3, you already know it finds attack paths well. The question is what happens after the path is found: would your controls have stopped it, did your SIEM detect it, and what should you fix first? Horizon3 leaves those answers to you. That's why teams move to Picus, which proves continuously across your stack whether each attack is prevented, detected, or missed, and turns that evidence into a ranked list of what to do next.
Proof your defenses work, not just that attacks do: Horizon3 proves an attacker can walk the path. Picus runs that same attacker behavior against your live controls continuously, proving whether your prevention, detection, and response layers actually stop it.
Prioritized by what your controls actually stop: Picus ranks each vulnerability against how your defenses really perform, separating the handful genuinely exploitable in your environment from the thousands that only look critical on a scanner. Horizon3 prioritizes by exploitability, but without that control-effectiveness context.
Vendor-specific fixes, not generic guidance: Horizon3 tells you what's broken. Picus hands you the exact prevention signature or detection rule to deploy to your specific vendor stack, then re-tests to confirm the gap is closed.
Every layer, not just the reachable ones: Network, endpoint, identity, cloud, containers, and AI, including the assets and vulnerabilities a live pentest can't safely exploit, all validated by Picus, not just the attack paths Horizon3 can reach.
Picus provides a continuous security validation platform that combines Breach and Attack Simulation, detection stack validation, automated penetration testing, and exposure validation in a single platform. Horizon3 primarily focuses on automated pentesting and attack path discovery, which validates how attacks can succeed but does not fully validate whether security controls detect or prevent them.
Picus validates across six distinct attack surfaces, including network controls, detection stack, identity, cloud, and AI. Horizon3 focuses mainly on infrastructure and application attack paths, with limited or no validation across other critical areas such as detection rules and AI security.
Picus includes automated detection rule validation that continuously tests SIEM and EDR rules to ensure alerts trigger under real attack conditions. Horizon3 does not provide native detection validation and typically requires manual correlation of attack activity with logs.
Picus delivers vendor specific remediation guidance and validates fixes through automated re-testing. This allows teams to confirm that exposures are resolved. Horizon3 identifies exploitable paths but relies more on manual processes to validate and implement remediation.
Picus prioritizes exposures based on real exploitability by combining vulnerability data with live security control performance. This helps reduce noise and focus on what truly matters. Horizon3 focuses on validated attack paths but does not provide a unified prioritization layer across multiple tools and data sources.
Picus is designed for continuous, safe validation across production environments, enabling teams to test security controls regularly. Horizon3 operates as an automated pentesting tool, which may be used periodically and can face scope or operational limitations in continuous testing scenarios.
Picus supports flexible deployment across on premise, cloud, and hybrid environments with a unified platform approach. Horizon3 typically requires a Linux based deployment with Docker for internal testing, which may introduce additional operational complexity for some teams.
Yes. Picus includes automated pentesting as part of its broader validation platform. Security teams often use automated pentesting alongside Breach and Attack Simulation and exposure validation to achieve full coverage across their environment.
Picus provides a unified view of security risk by combining asset intelligence, exposure data, and control effectiveness into a single prioritized action list. Horizon3 provides valuable insight into attack paths but does not offer the same level of unified visibility across the entire security stack.