{"slug":"orca-security","name":"Orca Security","domain":"orca.security","verdict":"As of 2026-07-19, ChatGPT, Claude, Gemini, Grok collectively rank Orca Security #2 of 6 for cloud security posture management tool (one of 5 leaderboards it appears on). Source: https://modelsagree.com/product/orca-security (modelsagree.com, CC BY 4.0).","best_rank":2,"categories":5,"brief":{"category":"best-cloud-security-posture-management-tool","title":"Best Cloud security posture management tool","rank":2,"of":6,"top":"Wiz","day":"2026-07-19","why":[{"t":"Pioneering agentless SideScanning","m":["ChatGPT","Claude","Gemini","Grok"],"q":"Pioneering agentless SideScanning for comprehensive, fast multi-cloud coverage"},{"t":"Strong contextual risk prioritization","m":["ChatGPT","Claude","Grok"],"q":"strong contextual risk prioritization"},{"t":"Broad multi-cloud workload visibility","m":["ChatGPT","Gemini","Grok"],"q":"complete multi-cloud asset visibility and deep workload inspection"},{"t":"Little deployment friction","m":["ChatGPT","Gemini","Grok"],"q":"little deployment friction"}],"gap":[{"t":"Industry-leading security graph","m":["ChatGPT","Claude","Gemini","Grok"],"q":"industry-leading security graph"}],"fix":[{"t":"Miss short-lived runtime threats","m":["ChatGPT","Claude"],"q":"point-in-time snapshots miss short-lived runtime threats between scans"},{"t":"Smaller ecosystem and integration surface","m":["Claude"],"q":"Smaller ecosystem and integration surface than Wiz or Palo Alto"},{"t":"UI density and notification volume","m":["Gemini"],"q":"UI density and notification volume can overwhelm smaller security operations teams"}]},"entries":[{"slug":"best-cloud-security-posture-management-tool","title":"Best Cloud security posture management tool","rank":2,"of":6,"score":16,"appearances":4,"modelRanks":{"ChatGPT":2,"Claude":2,"Gemini":2,"Grok":2},"reason":"Near-tie with Wiz; deep agentless workload visibility, strong contextual risk prioritization, and broad CSPM, CIEM, DSPM, vulnerability, compliance, and runtime coverage with little deployment friction","reasons":[{"model":"ChatGPT","reason":"Near-tie with Wiz; deep agentless workload visibility, strong contextual risk prioritization, and broad CSPM, CIEM, DSPM, vulnerability, compliance, and runtime coverage with little deployment friction"},{"model":"Claude","reason":"Pioneered agentless side-scanning and remains a near-tie with Wiz on core CSPM depth (the gap is mostly go-to-market and graph UX, not detection quality); strong context-aware risk prioritization, good compliance framework coverage out of the box, and typically undercuts Wiz on price for comparable agentless coverage."},{"model":"Gemini","reason":"Pioneers SideScanning technology to provide complete multi-cloud asset visibility and deep workload inspection without agent management friction or performance overhead."},{"model":"Grok","reason":"Pioneering agentless SideScanning for comprehensive, fast multi-cloud coverage with unified attack-path context tying CSPM to workloads/vulns; excellent accuracy, low noise, and quick onboarding delivering high value for practitioners focused on misconfigs and remediation without heavy lift."}],"fixes":[{"model":"ChatGPT","fix":"Organizations needing the deepest sensor-based runtime prevention and customization may find its agentless-first model less suitable"},{"model":"Claude","fix":"Smaller ecosystem and integration surface than Wiz or Palo Alto, and like all purely agentless tools its point-in-time snapshots miss short-lived runtime threats between scans."},{"model":"Gemini","fix":"UI density and notification volume can overwhelm smaller security operations teams without dedicated cloud security analysts."},{"model":"Grok","fix":"CIEM depth trails leaders like Wiz; not the best standalone if you only need narrow CSPM without broader CNAPP capabilities."}],"updated":"2026-07-19","api":"https://modelsagree.com/api/v1/best/best-cloud-security-posture-management-tool.json"},{"slug":"best-cloud-security-posture-management-tools-for-multi-cloud-teams","title":"Best cloud security posture management tools for multi-cloud teams","rank":2,"of":7,"score":16,"appearances":4,"modelRanks":{"ChatGPT":2,"Claude":2,"Gemini":2,"Grok":2},"reason":"Near-tie with Wiz, especially for lean teams: agentless SideScanning provides unusually deep workload, vulnerability, malware, data and configuration visibility without deploying agents, while contextual risk paths and straightforward onboarding deliver rapid time to value.","reasons":[{"model":"ChatGPT","reason":"Near-tie with Wiz, especially for lean teams: agentless SideScanning provides unusually deep workload, vulnerability, malware, data and configuration visibility without deploying agents, while contextual risk paths and straightforward onboarding deliver rapid time to value."},{"model":"Claude","reason":"Pioneered agentless side-scanning and remains the closest peer to Wiz on multi-cloud coverage and context-aware prioritization, often at meaningfully lower cost; strong data-security and vulnerability context bundled in, fast time-to-value for lean security teams. Near-tie with Wiz for teams that don't need Wiz's ecosystem gravity — this is the value pick at the top tier."},{"model":"Gemini","reason":"Outstanding agentless SideScanning that analyzes read-only snapshots of cloud storage out-of-band, delivering rapid deployment and deep visibility without workload performance impact."},{"model":"Grok","reason":"Pioneering agentless SideScanning for deep visibility without performance impact, fast setup and strong contextual risk prioritization across AWS/Azure/GCP, proven time-to-value and compliance support for practical multi-cloud operations."}],"fixes":[{"model":"ChatGPT","fix":"Not the best fit when continuous, agent-based runtime prevention and granular workload controls are the primary requirement."},{"model":"Claude","fix":"Smaller ecosystem and integration marketplace than Wiz, and runtime/real-time detection is weaker than agent-based rivals — teams wanting deep workload runtime protection will need a supplement."},{"model":"Gemini","fix":"Snapshot-based scanning inherently lacks real-time runtime prevention and active inline remediation capabilities at the host level."},{"model":"Grok","fix":"Dashboard complexity for new users; slightly narrower CNAPP ecosystem breadth than leaders in some advanced runtime scenarios."}],"updated":"2026-07-17","api":"https://modelsagree.com/api/v1/best/best-cloud-security-posture-management-tools-for-multi-cloud-teams.json"},{"slug":"best-cloud-security-posture-management-tools-for-multicloud-environments","title":"Best cloud security posture management tools for multicloud environments","rank":2,"of":7,"score":14,"appearances":4,"modelRanks":{"ChatGPT":2,"Claude":3,"Gemini":3,"Grok":2},"reason":"Exceptional agentless workload depth through SideScanning, strong attack-path prioritization, broad AWS/Azure/GCP/OCI coverage, and simpler all-inclusive packaging than most peers.","reasons":[{"model":"ChatGPT","reason":"Exceptional agentless workload depth through SideScanning, strong attack-path prioritization, broad AWS/Azure/GCP/OCI coverage, and simpler all-inclusive packaging than most peers."},{"model":"Grok","reason":"Agentless SideScanning that reads block storage for deep workload, vuln, malware and sensitive-data visibility without agents or performance impact; strong multicloud parity (AWS/Azure/GCP) with competitive pricing, high CSAT and solid DSPM/reachability analysis that delivers comparable prioritization to leaders at better value; near-tie with Wiz on pure agentless posture for mid-to-large estates"},{"model":"Claude","reason":"SideScanning delivers agentless posture plus workload/vuln/data context with no deployment friction across all major clouds, and its unified data model prioritizes risk (posture + exposure + sensitive data) well; strong practical alternative to Wiz, often at better commercial terms. Near-tie with Wiz on agentless CSPM merit."},{"model":"Gemini","reason":"Agentless SideScanning technology provides rapid multi-cloud coverage across IaaS, PaaS, and workloads with zero performance impact and unified context-aware risk prioritization."}],"fixes":[{"model":"ChatGPT","fix":"Deep real-time prevention still requires deploying Orca Sensor, reducing the appeal for teams seeking an entirely agentless platform."},{"model":"Claude","fix":"Snapshot-based approach means no true runtime/real-time enforcement; less mature attack-graph depth than Wiz at the high end."},{"model":"Gemini","fix":"Lacks inline enforcement and active runtime blocking options required by mature teams seeking automated inline risk prevention."},{"model":"Grok","fix":"Smaller ecosystem and fewer native integrations than Wiz; automatic scans often daily rather than continuous real-time in some configurations"}],"updated":"2026-08-10","rank_history":{"days":["2026-08-03","2026-08-10"],"ranks":[2,2]},"api":"https://modelsagree.com/api/v1/best/best-cloud-security-posture-management-tools-for-multicloud-environments.json"},{"slug":"best-cspm-for-cloud-security-posture","title":"Best CSPM for cloud security posture","rank":3,"of":6,"score":12,"appearances":4,"modelRanks":{"ChatGPT":3,"Claude":4,"Gemini":3,"Grok":2},"reason":"Pioneering SideScanning agentless tech delivers fast, deep multi-cloud visibility and context-aware prioritization with minimal operational overhead; excellent for practitioners valuing quick onboarding and unified data model without agents, competitive in CNAPP integration.","reasons":[{"model":"Grok","reason":"Pioneering SideScanning agentless tech delivers fast, deep multi-cloud visibility and context-aware prioritization with minimal operational overhead; excellent for practitioners valuing quick onboarding and unified data model without agents, competitive in CNAPP integration."},{"model":"ChatGPT","reason":"Excellent agentless SideScanning, rapid onboarding, rich workload and data context, and clear attack-path prioritization with minimal operational overhead"},{"model":"Gemini","reason":"Proprietary SideScanning technology that extracts deep vulnerability and configuration data from block storage without agents."},{"model":"Claude","reason":"Pioneered agentless SideScanning and still executes it extremely well — full-stack visibility (posture, vulns, malware, sensitive data) from a single snapshot-based read with very fast time-to-value and strong attack-path prioritization"}],"fixes":[{"model":"ChatGPT","fix":"Strengthen real-time runtime prevention to match Prisma Cloud"},{"model":"Claude","fix":"Deepen real-time/runtime detection and response so it isn't positioned as visibility-first while rivals sell full CNAPP with inline protection"},{"model":"Gemini","fix":"Expanding active remediation workflows and real-time threat detection response."},{"model":"Grok","fix":"Slightly narrower breadth in some advanced hybrid/IaC scenarios compared to broadest suites."}],"updated":"2026-07-14","rank_history":{"days":["2026-06-29","2026-06-30","2026-07-08","2026-07-09","2026-07-10","2026-07-14"],"ranks":[3,3,3,4,3,2]},"reasoning_shift":[{"model":"ChatGPT","from":"2026-07-08","to":"2026-07-10","added":[{"t":"minimal operational overhead","q":"minimal operational overhead"},{"t":"real-time runtime prevention","q":"Strengthen real-time runtime prevention"}],"dropped":[{"t":"identities and vulnerabilities","q":"identities, and vulnerabilities"},{"t":"enterprise platform and ecosystem breadth","q":"full enterprise platform depth and ecosystem breadth"}]},{"model":"Claude","from":"2026-07-08","to":"2026-07-09","added":[{"t":"full-stack visibility","q":"full-stack visibility (posture, vulns, malware, sensitive data) from a single snapshot-based read"}],"dropped":[{"t":"API posture add-ons","q":"API posture add-ons"},{"t":"lean security teams","q":"lean security teams"}]},{"model":"Gemini","from":"2026-06-30","to":"2026-07-08","added":[{"t":"Deep vulnerability data","q":"extracts deep vulnerability and configuration data from block storage"},{"t":"Active remediation workflows","q":"Expanding active remediation workflows"},{"t":"Real-time threat response","q":"real-time threat detection response"}],"dropped":[{"t":"Rapid, low-friction visibility","q":"rapid, low-friction visibility across all cloud workloads, data, and configurations"},{"t":"Scanning frequency controls","q":"Improve scanning frequency controls"},{"t":"Reduce false-positive rates","q":"reduce false-positive rates to increase console alert fidelity"}]}],"api":"https://modelsagree.com/api/v1/best/best-cspm-for-cloud-security-posture.json"},{"slug":"best-vulnerability-scanner-for-infrastructure","title":"Best vulnerability scanner for infrastructure","rank":8,"of":9,"score":2,"appearances":1,"modelRanks":{"Gemini":4},"reason":"Patented agentless SideScanning technology that reads block storage directly with zero runtime impact and provides excellent attack path visualization.","reasons":[{"model":"Gemini","reason":"Patented agentless SideScanning technology that reads block storage directly with zero runtime impact and provides excellent attack path visualization."}],"fixes":[{"model":"Gemini","fix":"Build native scanning support for legacy on-premises network appliances and bare-metal environments."}],"updated":"2026-07-14","rank_history":{"days":["2026-06-29","2026-06-30","2026-07-08","2026-07-09","2026-07-10","2026-07-14"],"ranks":[5,7,6,null,null,null]},"reasoning_shift":[{"model":"Gemini","from":"2026-06-30","to":"2026-07-08","added":[{"t":"excellent attack path visualization","q":"provides excellent attack path visualization"},{"t":"bare-metal environments","q":"bare-metal environments"}],"dropped":[{"t":"rapid deployment","q":"providing rapid deployment"},{"t":"100% infrastructure visibility","q":"100% infrastructure visibility"},{"t":"without agent management","q":"without performance impact or agent management"}]}],"api":"https://modelsagree.com/api/v1/best/best-vulnerability-scanner-for-infrastructure.json"}],"page":"https://modelsagree.com/product/orca-security","check":"https://modelsagree.com/check?q=Orca%20Security","updated":"2026-08-10T18:18:45.051Z","attribution":"modelsagree.com, CC BY 4.0"}