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LIVE RANKINGS & DATA
Loading the latest published snapshot and its supporting evidence.
Public recommendation prompt in the Rank.ai Cybersecurity Platforms benchmark.
A current roll-up of published ranks, normalized facts, primary evidence, and entity relationships. No missing value is inferred.
| Metric | Value | As of | Evidence | Confidence |
|---|---|---|---|---|
| public_prompt_insightsCross-engine brand disagreement | 30 percentderived | Jul 27, 2026 | Rank.ai Cybersecurity Platforms Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsDistinct citation URLs | 28 urlsmeasured | Jul 27, 2026 | Rank.ai Cybersecurity Platforms Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsDistinct reviewed brands surfaced | 5 brandsmeasured | Jul 27, 2026 | Rank.ai Cybersecurity Platforms Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsLeading-brand engine consensus | 100 percentderived | Jul 27, 2026 | Rank.ai Cybersecurity Platforms Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsReviewed-brand presence events | 11 presence_eventsmeasured | Jul 27, 2026 | Rank.ai Cybersecurity Platforms Prompt Benchmark ↗Grade A | 100% |
Every currently published position, joined to its snapshot, confidence, and methodology version.
| Rank | Leaderboard | Score | Movement | Confidence | As of | Method | Open explanation |
|---|---|---|---|---|---|---|---|
| #7 | Cybersecurity Platforms Prompt Brand Leaderscybersecurity-platforms-prompt-brand-leaders | 100 | — | 100% | Jul 27, 2026 | v1-parent-5e11d0ebac4b6bfc | Explain → |
| #11 | Cybersecurity Platforms Engine Disagreement by Promptcybersecurity-platforms-prompt-engine-disagreement | 30 | — | 100% | Jul 27, 2026 | v1-parent-5e11d0ebac4b6bfc | Explain → |
Derives prompt-level brand leaders and cross-engine brand-set disagreement from the complete public Rank.ai benchmark cohort.
Some explanation inputs are unavailable Missing: comparablePriorRanking.
| Component | Value | Weight | Contribution | Evidence | Status |
|---|---|---|---|---|---|
| public prompt brand presence events | 11 | 0% | — | 1 | available |
| public prompt citation urls | 28 | 0% | — | 1 | available |
| public prompt distinct reviewed brands |
5 published observations for Which cybersecurity vendors are best for workforce identity, privileged access, identity threat detection, and least privilege?. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | As of | Confidence | Evidence |
|---|---|---|---|---|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 11presence_events | measured | Jul 27, 2026 | 100% | View source
|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 100percent | derived | Jul 27, 2026 | 100% | View source
|
| 5 |
| 0% |
| — |
| 1 |
| available |
| public prompt engine disagreement | 30 | 0% | — | 1 | available |
|---|
| public prompt leading brand consensus | 100 | 100% | 100 | 1 | available |
|---|
no_prior_published_snapshot
No comparable component drivers were published.
{"promptSlug":"identity-and-privileged-access-security","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["b086b0cd-437c-4e2a-aaa8-caa0dcd0313d","aba25093-10a9-4f5a-8129-ae434fb33a5a","6ef074d6-3605-4cef-a4d5-293d4be1e43f"],"parentSnapshotId":"3d7fcaba-2ea6-4393-b1d8-9dd6045bde94","providerMatrixVersion":"64232fd32583"}{"promptSlug":"identity-and-privileged-access-security","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["b086b0cd-437c-4e2a-aaa8-caa0dcd0313d","aba25093-10a9-4f5a-8129-ae434fb33a5a","6ef074d6-3605-4cef-a4d5-293d4be1e43f"],"parentSnapshotId":"3d7fcaba-2ea6-4393-b1d8-9dd6045bde94","providerMatrixVersion":"64232fd32583"}{"promptSlug":"identity-and-privileged-access-security","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["b086b0cd-437c-4e2a-aaa8-caa0dcd0313d","aba25093-10a9-4f5a-8129-ae434fb33a5a","6ef074d6-3605-4cef-a4d5-293d4be1e43f"],"parentSnapshotId":"3d7fcaba-2ea6-4393-b1d8-9dd6045bde94","providerMatrixVersion":"64232fd32583"}{"promptSlug":"identity-and-privileged-access-security","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["b086b0cd-437c-4e2a-aaa8-caa0dcd0313d","aba25093-10a9-4f5a-8129-ae434fb33a5a","6ef074d6-3605-4cef-a4d5-293d4be1e43f"],"parentSnapshotId":"3d7fcaba-2ea6-4393-b1d8-9dd6045bde94","providerMatrixVersion":"64232fd32583"}{"promptSlug":"identity-and-privileged-access-security","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["b086b0cd-437c-4e2a-aaa8-caa0dcd0313d","aba25093-10a9-4f5a-8129-ae434fb33a5a","6ef074d6-3605-4cef-a4d5-293d4be1e43f"],"parentSnapshotId":"3d7fcaba-2ea6-4393-b1d8-9dd6045bde94","providerMatrixVersion":"64232fd32583"}{"promptSlug":"identity-and-privileged-access-security","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["b086b0cd-437c-4e2a-aaa8-caa0dcd0313d","aba25093-10a9-4f5a-8129-ae434fb33a5a","6ef074d6-3605-4cef-a4d5-293d4be1e43f"],"parentSnapshotId":"3d7fcaba-2ea6-4393-b1d8-9dd6045bde94","providerMatrixVersion":"64232fd32583"}| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 30percent | derived | Jul 27, 2026 | 100% | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 5brands | measured | Jul 27, 2026 | 100% | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 28urls | measured | Jul 27, 2026 | 100% | View source
|
|---|