Vanta is a compliance automation platform that automates security monitoring and the certification process for SOC 2, HIPAA, ISO 27001, PCI and GDPR · vanta.com ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
Ranked first, contested: Sprinto has 23%.
Tied for first with Drata. 11 of 14 models made it the first choice when asked directly.
Ranked first, contested: Drata has 23%.
“Vanta and Drata are often the first stop if you want to automate evidence collection, monitor controls continuously, and get audit-ready quickly.”GPT-5.4 mini · Comparative question · first choice
“If you're a small startup getting SOC 2 for the first time: Vanta or Secureframe offer the fastest time-to-certification with guided support.”DeepSeek V4 Flash · Comparative question · first choice
“For enterprises needing the broadest framework coverage and integration ecosystem: Vanta is usually the most comprehensive option.”GLM 4.7 FlashX · Comparative question · first choice
“Choose Vanta or Drata if your company is under ~500 employees, cloud-native, and needs a streamlined solution to pass security audits”Gemini 3.5 Flash · Direct question · first choice
“Avoid for most mid-market B2B: Enterprise-heavy like ServiceNow IRM, RSA Archer, or MetricStream (overkill/costly); pure startup tools like Vanta/Drata (under-scoped for broad GRC”Grok 4.20 · Direct question · warning
“When to Avoid: If you want deep control over customization and have a smaller team that needs flexible support.”GLM 4.7 FlashX · Negative question · warning
“What to Avoid If Budget Is Tight… Vanta (~$10K–$35K+/yr)”Muse Glimmer 30B · Negative question · warning
“Avoid platforms like Vanta, Drata, or Secureframe initially”MiniMax M2.5 · Budget-constrained question · warning
The products named in the same answers as Vanta, over the 436 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 374 | 21 | Compare → | |
| 236 | 8 | Compare → | |
| 198 | 31 | Compare → | |
| 150 | 18 | Compare → | |
| 135 | 6 | View → | |
| 110 | 2 | View → | |
| 102 | 3 | View → | |
| 98 | 6 | Compare → | |
| 81 | 5 | View → | |
| 68 | 5 | Compare → |
What the models named instead of Vanta →
A side-by-side page exists where both products are among a category's top eight.
Stated on Vanta's own site, not checked by Gane.
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 381 of the 436 answers that named Vanta and are not a share of its labels.
752 of the 883 domain citations in answers naming Vanta came from a third party's page.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 4 | 3 | 1 | 9 |
| GPT-5.4 mini | 3 | 1 | 1 | 1 | 6 |
| Gemini 3.5 Flash | 5 | 6 | 1 | 3 | 15 |
| Perplexity Sonar | 2 | 5 | 0 | 4 | 11 |
| Grok 4.20 | 3 | 6 | 2 | 3 | 14 |
| Mistral Small | 2 | 3 | 0 | 2 | 7 |
| DeepSeek V4 Flash | 6 | 3 | 1 | 4 | 14 |
| Llama 4 Maverick | 0 | 1 | 5 | 0 | 6 |
| Qwen 3.7 Flash | 4 | 4 | 4 | 0 | 12 |
| Kimi K2 | 2 | 5 | 3 | 3 | 13 |
| GLM 4.7 FlashX | 3 | 3 | 0 | 1 | 7 |
| MiniMax M2.5 | 4 | 1 | 1 | 2 | 8 |
| GPT-6 Luna | 2 | 3 | 0 | 1 | 6 |
| Muse Glimmer 30B | 5 | 3 | 0 | 2 | 10 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 812 | 78 | 2026-09-29 | GRC, Compliance automation | |
| Webinar or virtual event | 245 | 1 | 2026-07-21 | GRC, Compliance automation | |
| Case study | 116 | undated | |||
| Template or tool | 96 | 2 | 2026-08-14 | GRC | |
| Comparison | 50 | 5 | 2026-09-29 | GRC | |
| Glossary or explainer | 41 | 13 | 2026-09-24 | GRC, Compliance automation | |
| Report or ebook | 27 | undated | GRC | ||
| Conference or event | 11 | undated | |||
| Podcast or video | 1 | undated |
As the event pages on vanta.com state them, read September 28, 2026.
Every page vanta.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.