What do Panther and Rapid7 sell?

Panther sells AI SOC Agent and AI Detection Builder. Rapid7 sells Vulnerability Management, Threat Command and Metasploit.

Are Panther and Rapid7 in the same category?

They share SIEM. Panther's primary category is AI SOC analysts and Rapid7's is Vulnerability management.

Who are Panther and Rapid7 sold to?

Teams with detection engineers can use Detection-as-Code with Python rules, version control, and CI/CD workflows. Rapid7 offers vulnerability management for hybrid environments and cloud security for multi-cloud environments.

What have Panther and Rapid7 announced recently?

June 16, 2026: Databricks reached a deal to buy Panther Labs, the company behind Panther, as part of a push into cybersecurity.

Vendor comparison · 2 companies

Panther vs Rapid7

Panther is an AI SOC platform that ingests and normalizes logs at petabyte scale, lets teams write detection rules in Python, and automatically creates detections using AI and natural language. Rapid7 sells the Command Platform, which runs cloud security, SIEM, application security, vulnerability management, automation and attack surface management solutions, along with managed services offerings built on these solutions. CISO Tribune files both under SIEM. This page sets the two records side by side: what each sells, where it is based, who owns and funds it, the customers it names and its recent news, each fact numbered to its source.

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Panther vs Rapid7: Products, Customers and Funding Compared
What it sells
	PantherPanther is an AI SOC platform that ingests and normalizes logs at petabyte scale, lets teams write detection rules in Python, and automatically creates detections using AI and natural language.panther.com	Rapid7Rapid7 sells the Command Platform, which runs cloud security, SIEM, application security, vulnerability management, automation and attack surface management solutions, along with managed services offerings built on these solutions.rapid7.com
What it sells	AI SOC Agent^[6]Runs on a schedule, responds to natural language queries, and takes action with complete context. AI Detection Builder^[5]Creates detections using AI and natural language.	Vulnerability Management^[3][4][6]Helps customers understand risk across hybrid environments and prioritize remediation. Threat Command^[7]Monitors the clear, deep, and dark web to identify risks before they become attacks. Metasploit^[9][10][11]Validates vulnerabilities and enables phishing and broader social engineering.
Categories
Categories	AI SOC analysts (primary category) SIEM Security data lakes and pipelines	Vulnerability management (primary category) External attack surface management SIEM MDR and managed SOC
Headquarters
Headquarters	Not stated on its pages	Not stated on its pages
Founded
Founded	Not stated on its pages	Not stated on its pages
Ownership and funding
Ownership and funding	Not stated on its pages	Not stated on its pages
Named customers
Named customers	Not stated on its pages	Not stated on its pages
Recent news
Recent news	June 16, 2026Databricks reached a deal to buy Panther Labs, the company behind Panther, as part of a push into cybersecurity.^[7] June 16, 2026Databricks acquired Panther, a startup that works on cyberattack detection.^[8]	Not stated on its pages
G2 and Gartner Peer Insights
G2 and Gartner Peer Insights	G2: Not stated on its pages Gartner Peer Insights: Not stated on its pages	G2: listed, seen November 10, 2026^[14] Gartner Peer Insights: Not stated on its pages
Who it fits
Who it fits	Teams with detection engineers can use Detection-as-Code with Python rules, version control, and CI/CD workflows. Teams without detection engineers can start with the built-in detection library and AI Detection Builder. Panther can run inside the customer's own AWS account, or Panther can operate a managed cloud with the customer's data ingested into a dedicated, isolated environment.	Rapid7 offers vulnerability management for hybrid environments and cloud security for multi-cloud environments. Rapid7 provides clear, deep and dark web monitoring for threats to an organization, its employees and its customers. Rapid7 states that it has customers around the world.
Last verified
Last verified	September 27, 2026	November 6, 2026

Where they overlap

Panther and Rapid7 are both filed under SIEM.

Where they differ, field by field

Panther's primary category is AI SOC analysts; Rapid7's is Vulnerability management.
Panther is also filed under Security data lakes and pipelines. Rapid7 is also filed under External attack surface management and MDR and managed SOC.
Panther lists AI SOC Agent and AI Detection Builder. Rapid7 lists Vulnerability Management, Threat Command and Metasploit.

What it sells: Panther

What AI SOC Agent does^[6]: Panther's AI SOC Agent runs on a schedule, responds to natural language queries, and takes action with complete context. Each investigation pulls from the data lake, detection logic, and connected tools via MCP. Panther runs scheduled threat hunts across the full data lake on a cadence the customer configures. Panther generates new detection rules from natural language, identifies recurring false positives, and submits tuning changes as reviewable Python code through the existing GitHub workflow.

What it sells: Rapid7

What Vulnerability Management does^[3][4][6]: Vulnerability management uses agent-based and network scanning across hybrid environments. Remediation is prioritized according to targets that attract attackers the most.
What Threat Command does^[7]: Threat Command takes on takedown management for organizations. A dynamic asset mapping framework tracks a customer's evolving digital footprint.

Questions about Panther and Rapid7

What do Panther and Rapid7 sell?: Panther sells AI SOC Agent and AI Detection Builder. Rapid7 sells Vulnerability Management, Threat Command and Metasploit.
Are Panther and Rapid7 in the same category?: They share SIEM. Panther's primary category is AI SOC analysts and Rapid7's is Vulnerability management.
Who are Panther and Rapid7 sold to?: Teams with detection engineers can use Detection-as-Code with Python rules, version control, and CI/CD workflows. Rapid7 offers vulnerability management for hybrid environments and cloud security for multi-cloud environments.
What have Panther and Rapid7 announced recently?: June 16, 2026: Databricks reached a deal to buy Panther Labs, the company behind Panther, as part of a push into cybersecurity.

About Panther

Panther is an AI SOC platform that ingests and normalizes logs at petabyte scale, lets teams write detection rules in Python, and automatically creates detections using AI and natural language. Panther is a cloud-native SIEM featuring detections-as-code and advanced search, with natively supported log sources and alert destinations. Panther ingests terabytes of security events per day into a structured data lake to power real-time detections and investigations. Panther uses a security data lake architecture that provides long-term retention. Customers own their data and can query it at any time, and retention policies in Panther are configurable to meet compliance requirements.^[2][3]

Panther says that cloud security logs, EDR portals, and MDR consoles each exist in silos with no central view. Panther states that analysts manually piece context together, often missing critical details. Panther describes an agentic SOC in which agents hunt the full data lake on a regular cadence, surfacing findings that flow into new detections through a governed workflow. In Panther, every alert is investigated with full context, and confirmed benign alerts close automatically. When a finding escalates in Panther, the agent assembles the full investigation across multiple systems, and analysts review and guide agentic runbooks to take action.^[6]

Panther's AI SOC Agent runs on a schedule, responds to natural language queries, and takes action with complete context. Every investigation by the AI SOC Agent pulls from the customer's data lake, detection logic, and connected tools via MCP. When an alert fires, Panther automatically gathers evidence across the data lake, detection logic, alert history, and connected tools. Panther AI queries the data lake, reviews detection logic, and pulls enrichment from connected tools, delivering a risk classification with reasoning. Any analyst can investigate through a natural language interface in Panther without writing SQL, PantherFlow, or any other query syntax. Panther exposes its own MCP server, so external agents can query alerts, detections, and log data directly. When the risk classification of the AI SOC Agent falls below a threshold the customer configures, the alert closes automatically.^[6]

Panther generates new detection rules from natural language, identifies recurring false positives, and submits tuning changes as reviewable Python code through the customer's existing GitHub workflow. The Panther agent traces an issue back to the specific Python rule responsible and proposes an edit as reviewable code through the existing GitHub workflow, with a diff, explanation, and unit tests. In Panther, nothing deploys without human review. Teams with detection engineers use Detection-as-Code in Panther, with Python rules, version control, and CI/CD workflows. Teams without detection engineers can start with Panther's built-in detection library and AI Detection Builder, then grow into custom rules over time.^[6]

Panther connects to cloud platforms (AWS, GCP, Azure), SaaS tools, endpoints, and network devices. Panther routes alerts to Slack, Jira, PagerDuty, and more. For orchestration and response, Panther provides agentic workflows and runbooks or integrates with external SOAR platforms. Panther offers Okta log monitoring for complete visibility into IdP activity. Panther detections can be enriched with real-time IoCs from Google Threat Intelligence. Panther AI can send messages and search a Slack workspace directly, manage incidents and on-call schedules directly, and search and update a Notion workspace directly. Panther-managed rules for Orca Security are in the panther-analysis GitHub repository. Panther includes built-in dashboards and MITRE ATT&CK mapping, from alert trends to program maturity. In Panther, native access to detection logic means every triage outcome feeds back into the rules that fire.^[6][9][10]

Panther offers two deployment models on one platform, and the choice is where the customer's data lives. In the first model, Panther runs inside the customer's AWS account, against Snowflake or Databricks, and the security data stays in the customer's warehouse. The detection engine, workflows, and agents in Panther operate against that data in place. In the managed model, Panther manages the service and ingests customer data into a dedicated, isolated environment.

Databricks has acquired Panther to accelerate the security lakehouse vision. Panther's AI SOC workflows, 100+ integrations, and detection-as-code capabilities are being integrated into Databricks Lakewatch. Panther requires human approval for every write, and every AI action is logged and reviewable.^[1][6][9]

Panther on the record

About Rapid7

Rapid7 sells the Command Platform, which runs cloud security, SIEM, application security, vulnerability management, automation and attack surface management solutions, along with managed services offerings built on these solutions. Rapid7 provides Managed Vulnerability Management, Managed Threat Complete and Managed Detection & Response. Rapid7 offers 24x7 XDR monitoring, remediation and DFIR from experts who extend a customer's team. Rapid7 Insight products can be used individually or together for a tailored security solution.^[1][3][4][5]

Rapid7 exposure management provides continuous assessment of an attack surface to validate vulnerabilities and policy gaps. Rapid7 attack surface management gives a unified view of assets across a digital estate, with native and third-party enrichment. Rapid7 attack surface management discovers unknown internet-facing and internal assets and uncovers shadow IT and coverage gaps. Rapid7 uses that asset context in Exposure Command to prioritize what attackers can reach. Rapid7 attack surface management includes external scans that detect and validate exposures while highlighting high-risk areas. Rapid7 continuous monitoring and discovery cover internal and external asset inventories. Rapid7 offers multi-cloud and container security for AWS, Azure, GCP and K8s. Rapid7 offers application and API security testing covering DAST, API and LLM.^[4][6]

Rapid7 vulnerability management uses agent-based and network scanning across hybrid environments. Rapid7 cloud security addresses multi-cloud environments and provides cloud risk monitoring and detection. Rapid7 threat intelligence includes mapping capabilities for discovering and remediating external threats. Rapid7 Intelligence curates emergent threat response, proprietary intelligence, research and adversary insights that are deployed across Rapid7 solutions and services.^[4][6]

Threat Command monitors the clear, deep, and dark web to identify risks before they become attacks. Rapid7 provides proactive clear, deep and dark web monitoring for threats to an organization, its employees and its customers. Rapid7 offers a dynamic asset mapping framework that tracks a customer's evolving digital footprint and identifies new potential attack vectors. Threat Command takes on takedown management for organizations. A dedicated Rapid7 team gathers prerequisites, accelerates requests and streamlines workflows with a customer's legal team.^[7]

Rapid7 offers technology and service add-ons that extend MDR capabilities. Rapid7 offers expert threat detection coverage to identify early threat signals across the clear, deep and dark web. Rapid7 MDR pricing is based on the number of endpoints, servers and networks protected, and not on data volume ingested into its SIEM or the number of incidents requiring response.^[8]

Rapid7 penetration testing services simulate real-world attacks to assess, evaluate and identify security weaknesses in an organization's people, processes and technology. Rapid7 testers inspect networks, applications, devices and/or people to demonstrate the security level of key systems and infrastructure. Rapid7 penetration testing engagements identify flaws that may violate compliance provisions or regulations. Rapid7 penetration testers contribute directly to the Metasploit Project. Rapid7 consultants spend up to 20% of bench time focused on attacker research and skill development. Rapid7 offers continuous red team operations to validate external attack surface exposures and test defenses. Metasploit validates vulnerabilities and enables phishing and broader social engineering. Rapid7 typically publishes advisories on newly discovered vulnerabilities approximately 60 days after its initial attempts at private disclosure.^[9][10][11]

Rapid7 is a publicly traded company and undergoes SOX audits annually. Rapid7 undergoes a SOC 2 Type II audit annually to ensure the effectiveness of controls relevant to security. Rapid7's ISMS is ISO 27001 certified and was audited by Schellman. Rapid7's AIMS is ISO/IEC 42001 certified in the role of an AI provider. Rapid7 has completed an Information Security Registered Assessors Program (IRAP) assessment to PROTECTED Level for several Insight Platform solutions. Rapid7 undergoes an annual, independent technical assessment by an accredited assessor to hold Cyber Essentials Plus certification. Rapid7 hosts its Insight cloud infrastructure in AWS. Rapid7 participates in and has certified compliance with the EU-U.S. Data Privacy Framework, Swiss-U.S. Data Privacy Framework, and UK Extension to the EU-U.S. Data Privacy Framework.^[4][8][11]

Rapid7 on the record

Sources

Panther full record

[1]ProductPanther · panther.com · undated page, accessed September 27, 2026 · Tier A
[2]panther.comPanther · panther.com · undated page, accessed September 27, 2026 · Tier A
[3]Overview | Panther DocsPanther · undated page, accessed October 27, 2026 · Tier A
[4]Security Integrations for Modern SOC Operations | PantherPanther · undated page, accessed October 27, 2026 · Tier A
[5]Panther | The Complete AI SOC PlatformPanther · undated page, accessed October 27, 2026 · Tier A
[6]AI SOC Agent for Alert Triage & Investigation | PantherPanther · undated page, accessed October 27, 2026 · Tier A
[7]Databricks strikes deal to buy Panther Labs in cybersecurity pushReuters · published June 16, 2026 · Tier B
[8]Databricks acquires cyberattack detection startup PantherSiliconANGLE · published June 16, 2026 · Tier B
[9]Security Integrations for Modern SOC Operations | PantherPanther · undated page, accessed November 10, 2026 · Tier A
[10]Orca Security Logs | Panther DocsPanther · undated page, accessed November 10, 2026 · Tier A

Rapid7 full record

[1]rapid7.comRapid7 · rapid7.com · undated page, accessed November 6, 2026 · Tier A
[2]Business supportRapid7 · careers.rapid7.com · undated page, accessed November 6, 2026 · Tier A
[3]PHP CVE-2026-109618 and CVE-2026-109619: Rapid7 StatementRapid7 · undated page, accessed November 10, 2026 · Tier A
[4]Rapid7 Managed Cybersecurity: Outpace AttackersRapid7 · undated page, accessed November 10, 2026 · Tier A
[5]Rapid7 Product PricingRapid7 · undated page, accessed November 10, 2026 · Tier A
[6]Surface Command | Attack Surface Management | Rapid7Rapid7 · undated page, accessed November 10, 2026 · Tier A
[7]Threat Command: Digital Risk Protection - Rapid7Rapid7 · undated page, accessed November 10, 2026 · Tier A
[8]Rapid7 MDR Pricing | Managed Threat CompleteRapid7 · undated page, accessed November 10, 2026 · Tier A
[9]Penetration Testing Services | Rapid7Rapid7 · undated page, accessed November 10, 2026 · Tier A
[10]Penetration Testing Tools and Services - Rapid7Rapid7 · undated page, accessed November 10, 2026 · Tier A
[11]Metasploit Editions: Network Pen Testing Tool - Rapid7Rapid7 · undated page, accessed November 10, 2026 · Tier A
[12]Coordinated Vulnerability Disclosure (CVD) Policy - Rapid7Rapid7 · undated page, accessed November 10, 2026 · Tier A
[13]Compliance - Rapid7Rapid7 · undated page, accessed November 10, 2026 · Tier A
[14]Rapid7 Security Services Reviews & Provider DetailsG2 · undated page, accessed November 10, 2026 · Tier C

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