| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Third-party risk management | Security operations | 0% | 84 of 87 | 42% | 31 | criticized challenger | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Attack surface management | Security operations | 0% | 88 of 100 | 41% | 22 | criticized challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Cyber risk quantification | Security operations | 0% | 24 of 116 | 0% | 7 | under 10 labels · led by CyberSaint CyberStrong at 25% | |
| Digital risk protection | Security operations | 0% | 39 of 86 | 33% | 3 | under 10 labels · led by UpGuard BreachSight at 22% | |
| Threat intelligence platforms | Security operations | 0% | 106 of 119 | 50% | 2 | under 10 labels · led by MISP at 12% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| SaaS security posture management | Security operations | 0% | 57 of 95 | 0% | 1 | under 10 labels · led by Wing Security at 30% |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| TPRM | 2% | 0% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 7 → 84 of 87 |
| ASM | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 32 → 88 of 100 |
| Cyber risk quant | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 24 of 116, unchanged |
| DRP | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 39 of 86, unchanged |
| Threat intel | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 37 → 106 of 119 |
| SSPM | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 57 of 95, unchanged |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 1 | 3 |
| GPT-5.4 mini | 1 | 1 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 0 | 1 | 2 | 3 |
| Perplexity Sonar | 1 | 0 | 2 | 1 | 4 |
| Grok 4.20 | 0 | 2 | 4 | 2 | 8 |
| Mistral Small | 0 | 2 | 1 | 2 | 5 |
| DeepSeek V4 Flash | 0 | 1 | 3 | 4 | 8 |
| Llama 4 Maverick | 0 | 2 | 3 | 0 | 5 |
| Qwen 3.7 Flash | 0 | 2 | 1 | 2 | 5 |
| Kimi K2 | 0 | 3 | 1 | 3 | 7 |
| GLM 4.7 FlashX | 1 | 2 | 1 | 0 | 4 |
| MiniMax M2.5 | 0 | 1 | 4 | 5 | 10 |
| GPT-6 Luna | 0 | 0 | 0 | 1 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 1 | 1 |
Verbatim evidence the judge attached to positive labels.
“It is the leader in external risk and supply chain visibility... making it the go-to tool for communicating risk to boards and investors.” GLM 4.7 FlashX · Cyber risk quant · comparative prompt · first choice
“Need continuous cyber monitoring of vendors: Bitsight, SecurityScorecard, Black Kite, RiskRecon.” GPT-5.4 mini · TPRM · comparative prompt · first choice
“Best for large enterprises: Cortex Xpanse or Bitsight” Perplexity Sonar · ASM · comparative prompt · first choice
“Choose BitSight / SecurityScorecard / UpGuard if what you really need is more third-party/vendor cyber risk scoring than true DRP.” GPT-5.4 mini · DRP · direct prompt · alternative
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Similar concerns to SecurityScorecard: Opaque methodology: Critics question how scores are calculated” MiniMax M2.5 · ASM · negative prompt · hard negative
“Quote-only pricing (SecurityScorecard, BitSight): Often expensive and unpredictable” Kimi K2 · TPRM · budget prompt · hard negative
“Avoid at all costs (for your budget): Enterprise platforms like BitSight” DeepSeek V4 Flash · ASM · budget prompt · hard negative
“do not use them as your primary operational EASM tool for your own defense.” Gemini 3.5 Flash · ASM · negative prompt · hard negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 189 of the 197 answers that named Bitsight and are not a share of its labels.
454 of the 569 domain citations in answers naming Bitsight came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 1,444 | 11 | 2026-09-28 | GRC | |
| News or press | 448 | undated | |||
| Glossary or explainer | 185 | 1 | 2026-07-08 | SIEM | |
| Report or ebook | 169 | undated | GRC | ||
| Case study | 33 | undated | |||
| Comparison | 33 | 0 | 2026-01-02 | ||
| Conference or event | 28 | 0 | 2017-06-23 | ||
| Template or tool | 9 | 0 | 2025-03-18 | ||
| Webinar or virtual event | 5 | 0 | 2014-12-10 | ||
| Podcast or video | 1 | undated |
As the event pages on bitsight.com state them, read September 28, 2026.
Every page bitsight.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
What Bitsight's own pages state, read September 28, 2026: bitsight.com, bitsight.com/pricing-packaging, bitsight.com/security, bitsight.com/platform, bitsight.com/resources/case-studies. A claimed page can correct any of them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Bitsight's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Bitsight, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for Bitsight by email, built from the raw record of the edition. It shows: