Agentic Index
Equixly vs Ghost Security (2026)
Equixly and Ghost Security both sell security agents, for different ends of the problem. That verdict is the Agentic Index coverage score, graded from each vendor's own published materials.
Equixly is offensive: its Agentic AI Hacker pentests APIs and web applications continuously on Equixly's own model and reruns on each release. Ghost is defensive: agents for incident response, phishing, business email compromise, and identity and cloud key compromise run on premises, in a private cloud or air gapped, with each agent set to Notify, In the Loop or Above the Loop and every reasoning step logged. Ghost is delivered with forward deployed engineers, and its open source tools are free. On the grid Ghost is Full on its API, deployment, human oversight, model choice and prebuilt agents where Equixly is Partial or None. Choose Equixly to test your APIs before attackers do; choose Ghost to respond when they get in.
On the Agentic Index AI SOC ranking, Ghost Security clears the bar and Equixly does not. Ghost Security documents all five investigation loop capabilities in full; Equixly does not document human oversight and guardrails in full. 23 of the 85 vendors in the lane clear it. See the AI SOC ranking
This comparison is published by Agentic Index, an independent agentic AI vendor research platform. Equixly and Ghost Security are each graded against the same 14 capability Agentic Index taxonomy, from the vendor's own public materials under the Agentic Index verification standard, alongside 955 researched vendors. No vendor pays for placement and no vendor has reviewed this page. How this evidence is graded
Choose Equixly if
- Continuous pentesting of APIs and web apps is the job.
- Tests should rerun automatically on each release.
- You want the testing done on the vendor's own model.
Choose Ghost Security if
- Incident response, phishing and account compromise are the job.
- Agents must run on premises or air gapped, with autonomy set per agent.
- You want to choose the model behind the agents; Ghost is Full on model choice and Equixly None.
| Feature | E Equixly |
G Ghost Security |
|---|---|---|
| Action & orchestration | ||
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Integrations & Tool Calling Ability to connect agents to real systems through native integrations, OAuth-authenticated actions, custom tools, APIs, webhooks, or MCP-compatible tools. |
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EquixlyIntegrations & Tool Calling Native integrations with Jira, GitHub and ServiceNow ITSM push vulnerability details, including severity, affected endpoints and remediation guidance, into the tools engineering and operations teams use. Equixly also integrates with CI/CD pipelines, vulnerability management systems such as Qualys VMDR and application security platforms including Checkmarx One. SourceEquixly, equixly.com/blog/2026/04/09/april-2026-product-update and /platformread 2026-10-06 |
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Ghost SecurityIntegrations & Tool Calling Ghost's agents investigate, contain and resolve incidents such as business email compromise, MFA fatigue, privileged account misuse and cloud access key compromise. They reach the customer's systems through a secure proxy with brokered credentials and report in Slack or Teams, and Ghost counts more than 3.3 million actions. The connected systems are not listed by name. Sourceghostsecurity.airead 2026-09-28 |
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Workflow Orchestration Ability to sequence, branch, retry, route, and combine deterministic workflow nodes with autonomous agent steps. |
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EquixlyWorkflow Orchestration "A team of AI agents" maps the attack surface, chains API interactions across services and adapts strategy as it finds new paths, with the orchestration designed around Equixly's model. Workflows add an automation layer where the customer defines triggers on predefined conditions. The agents' roles and count are not published. SourceEquixly, equixly.com/platform and /blog/2026/04/09/april-2026-product-update; equixly.com/blog/2026/06/29/equixly-s-proprietary-ai-a-model-that-only-knows-how-to-attackread 2026-10-06 |
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Ghost SecurityWorkflow Orchestration Ten purpose built agent workflows run end to end under a chosen autonomy mode, and a Ghost engineer tunes the agents to the customer's runbooks, so the flows follow the customer's own procedures across multiple agents. Sourceghostsecurity.airead 2026-09-28 |
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Triggers & Channel Coverage How agents wake up and where they work: schedules, webhooks, message events, CRM events, inbox events, chat, email, voice, and collaboration tools. |
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EquixlyTriggers & Channel Coverage "Penetration tests can be triggered automatically as part of deployment pipelines", and Workflows fire on conditions the customer defines. Equixly retests APIs after each release and detects newly exposed endpoints, so pipeline and release events start the agents. A developer can also start a test from an AI coding assistant through the MCP server. SourceEquixly, equixly.com/platform, /blog/2026/04/09/april-2026-product-update and /blog/2026/06/15/equixly-launches-mcp-integration-bringing-continuous-offensive-security-testing-directly-into-developers-ai-coding-assistantsread 2026-10-06 |
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Ghost SecurityTriggers & Channel Coverage Response agents run 24/7 on incidents such as phishing reports, MFA fatigue and cloud access key compromise, with an average response time Ghost puts at 22 seconds, so security events start the agents on their own. The alert sources are not named. Sourceghostsecurity.airead 2026-09-28 |
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| Knowledge & context | ||
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Knowledge Grounding & RAG Ability to ground agent behavior in company data through document ingestion, retrieval, external knowledge APIs, semantic search, or RAG layers. |
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EquixlyKnowledge Grounding & RAG Testing is grounded in the customer's API definitions and a mapped attack surface that is retested as endpoints change. Discovery crawls from a base URL to find reachable endpoints and generate API documentation when no specification exists. Equixly names no maintained retrieval structure that the agents query. SourceEquixly, equixly.com/platform and /blog/2026/04/09/april-2026-product-updateread 2026-10-06 |
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Ghost SecurityKnowledge Grounding & RAG Agents gather context from the customer's systems, keep the customer's security context inside its perimeter, and are tuned to its runbooks. There is no maintained knowledge store the agents retrieve from. Sourceghostsecurity.airead 2026-09-28 |
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Memory & State Persistence Ability to persist context across a run, conversation, workflow, user, team, or longer-term memory layer. |
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EquixlyMemory & State Persistence Memory appears among the tools, planning and verification loops orchestrated around Equixly's model. Equixly does not say what is kept, for what scope or for how long. SourceEquixly, equixly.com/platform and /blog/2026/06/29/equixly-s-proprietary-ai-a-model-that-only-knows-how-to-attackread 2026-10-06 |
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Ghost SecurityMemory & State Persistence Ghost describes its agents as self learning, adapting to real conditions, but they have no memory with a set scope and lifetime. The open source Reaper tool keeps a local traffic database, which belongs to that tool, not to the agent platform. Sourceghostsecurity.airead 2026-09-28 |
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| Control & trust | ||
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Human Oversight & Guardrails Approval steps, consent checkpoints, escalation rules, structured guardrails, policy constraints, and pause/resume controls. |
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EquixlyHuman Oversight & Guardrails Findings go to the customer's teams to prioritize and fix, and results can feed pipeline gates the customer owns, so people make the decisions. For AI red teaming the customer describes the target's general behavior, guardrails and system prompt so attacks fit it. Equixly names no approval step or scope control before the agents attack. SourceEquixly, equixly.com/blog/2026/04/20/how-to-build-api-security-into-your-ci-cd-pipeline-a-devsecops-playbook and /blog/2026/08/24/equixly-august-2026-product-update-see-how-the-agent-got-there-and-moreread 2026-10-06 |
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Ghost SecurityHuman Oversight & Guardrails Customers pick one of three autonomy modes. In Notify, the agent investigates and reports in Slack or Teams. In the Loop, the agent takes action within its defined scope after approval, then reports what it did. Above the Loop runs end to end. So an approval can come before the agent's action commits. Sourceghostsecurity.airead 2026-09-28 |
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Security, Identity & Governance RBAC, SSO, auditability, encryption, least-privilege tool access, compliance posture, and data handling policy. |
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EquixlySecurity, Identity & Governance MCP access is authenticated and scoped to the customer's organization. Equixly states it is ISO 27001 certified, and it is reported to hold Italy's ACN QC2 qualification. It names no SSO, role model or audit log for the Equixly console. SourceEquixly, equixly.com, /platform and /blog/2026/06/15/equixly-launches-mcp-integration-bringing-continuous-offensive-security-testing-directly-into-developers-ai-coding-assistantsread 2026-10-06 |
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Ghost SecuritySecurity, Identity & Governance Agents hold no credentials and reach systems through a credential brokering proxy, sandboxed with least privilege by default. No attestation appears on the open site, and the trust center at trust.ghostsecurity.com is not publicly readable. Sourceghostsecurity.airead 2026-09-28 |
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Observability & Auditability Traces, logs, execution histories, metrics, audit events, and debugging detail for production agent behavior. |
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EquixlyObservability & Auditability Every issue carries a Proof of Exploit with the confirming request and response side by side, and Attack Trace shows how the agent got there, what it noticed, what it tried and what it learned from attempts that did not work, with each step marked as agent reasoning or an algorithmic platform control. HTTP History lets the team filter the requests sent by a time window on the request histogram. SourceEquixly, equixly.com/blog/2026/08/24/equixly-august-2026-product-update-see-how-the-agent-got-there-and-more and /platformread 2026-10-06 |
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Ghost SecurityObservability & Auditability Every reasoning step is logged and visible, and every action can be audited, giving a record of each step in the agents' own runs. Sourceghostsecurity.airead 2026-09-28 |
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Deployment & Data Residency Deployment modes and options, including SaaS, dedicated cloud, VPC, on-prem, hybrid, local runtime, and self-hosting. |
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EquixlyDeployment & Data Residency No hosting region, region choice, customer environment or on premises option is named. Equixly runs its model on its own inference infrastructure and says traffic and results "never leave Equixly's environment". Its cloud marketplace listings are purchase channels. SourceEquixly, equixly.com/blog/2026/06/29/equixly-s-proprietary-ai-a-model-that-only-knows-how-to-attack and /platformread 2026-10-06 |
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Ghost SecurityDeployment & Data Residency Deployment can be on premises, in a private cloud or air gapped, so the customer's security context stays inside its own perimeter. Ghost provides a Terraform module for AWS and a Docker deployment for the Ghost Agent Platform. Sourceghostsecurity.airead 2026-09-28 |
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| Solution readiness | ||
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Prebuilt Agents, Templates & Packs Ready-made workflows, packaged employees, templates, blueprints, industry solutions, and role-specific agents that reduce time-to-value. |
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EquixlyPrebuilt Agents, Templates & Packs There are no named prebuilt agents, templates or packs. Equixly sells one Agentic AI Hacker, with DAST, Discovery and MCP testing as capabilities of the same platform. SourceEquixly, equixly.com and /blog/2026/04/09/april-2026-product-updateread 2026-10-06 |
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Ghost SecurityPrebuilt Agents, Templates & Packs Purpose built agents cover incident response, vulnerability management, supply chain security, phishing response, business email compromise, identity threat response, MFA fatigue response, privileged account misuse, over permissioned user audits and cloud access key compromise, with custom agents on request and open source AppSec skills for coding agents. Sourceghostsecurity.airead 2026-09-28 |
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| Platform extensibility | ||
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Model Flexibility & Routing Ability to work across multiple foundation models, route tasks to different models, or let buyers bring their own providers and keys. |
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EquixlyModel Flexibility & Routing Customers cannot choose a provider. Equixly starts from an unnamed open weight model, specializes it for offense and runs only its own model on its own inference infrastructure. SourceEquixly, equixly.com/blog/2026/06/29/equixly-s-proprietary-ai-a-model-that-only-knows-how-to-attackread 2026-10-06 |
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Ghost SecurityModel Flexibility & Routing Ghost says customers can connect their existing tools and preferred models, though no provider list is published. The open source Reaper tool takes an OpenAI key. Sourceghostsecurity.ai/platformread 2026-09-28 |
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APIs, SDKs & MCP Extensibility Composability layer: stable APIs, SDKs, MCP tool consumption/serving, custom tools, and integration into internal systems. |
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EquixlyAPIs, SDKs & MCP Extensibility Equixly's MCP server at https://mcp.equixly.com, with authentication scoped to the customer's organization, lets GitHub Copilot, Claude and other AI coding tools configure a new service, trigger a continuous penetration test, retrieve findings and confirm that a fix worked. The auth scheme and the tool list are not published. Equixly names no API reference, CLI or SDK. SourceEquixly, equixly.com/blog/2026/06/15/equixly-launches-mcp-integration-bringing-continuous-offensive-security-testing-directly-into-developers-ai-coding-assistants and /blog/2026/08/24/equixly-august-2026-product-update-see-how-the-agent-got-there-and-moreread 2026-10-06 |
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Ghost SecurityAPIs, SDKs & MCP Extensibility An MCP server for the Ghost Security API has a published endpoint (https://api.ghostsecurity.ai/v2), API key authentication (GHOST_SECURITY_API_KEY) and six listed tools, including ghostsecurity_update_finding_status, which changes the platform's own objects. The npm package is not yet published, so it installs from source. Sourcegithub.com/ghostsecurity/ghost-mcp-serverread 2026-09-28 |
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Testing, Debugging & Optimization Testing, debugging, scoring, retries, fallbacks, quality gates, and optimization loops for improving agent workflows before and after deployment. |
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EquixlyTesting, Debugging & Optimization For its own agents, Equixly names no harness, scored test cases or quality gate. It tests the customer's applications and automatically retests remediated vulnerabilities. It claims a sub one percent false positive rate. SourceEquixly, equixly.com/platformread 2026-10-06 |
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Ghost SecurityTesting, Debugging & Optimization Customers get no harness, scored test case or quality gate for the agents. The Ghostbank challenge is Ghost's own research practice for the experimental ReaperBot, not a customer tool. Sourceghostsecurity.airead 2026-09-28 |
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| Specialist automation | ||
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Browser & Computer Use Browser, desktop, or remote/local computer control for workflows that cannot be handled through stable APIs alone. |
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EquixlyBrowser & Computer Use Equixly attacks at the API and request level across REST, GraphQL and gRPC, single page and server rendered targets. Its DAST engine handles client side JavaScript, forms and the DOM. Equixly names no agent that operates a browser or desktop. SourceEquixly, equixly.com/platform and /blog/2026/04/09/april-2026-product-updateread 2026-10-06 |
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Ghost SecurityBrowser & Computer Use Agents reach systems through a credential brokering proxy, and no agent operates a browser or desktop. Sourceghostsecurity.airead 2026-09-28 |
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Pricing snapshot
Sourced from the Index pricing dataset · open each vendor's profile for full detail.
| Pricing | E Equixly |
G Ghost Security |
|---|---|---|
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Entry price Lowest public entry point |
Contact sales; no public pricing. Request a demo or start a pentest. Also available on cloud cybersecurity marketplaces. | Not public; the Ghost Agent Platform is sold through sales with forward deployed engineers |
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Pricing confidence How public the numbers are |
Contact only | Contact only |
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Billing Primary billing axis |
not disclosed | not disclosed |
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Variable cost Workload / overage exposure |
Medium variable cost | Medium variable cost |
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Free tier / trial Try before you buy |
No free tier
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No free tierTrial
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Buying motion Self-serve vs sales call |
Sales call | Sales call |
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