MetricStream is Governance, Risk and Compliance (GRC) software that helps companies streamline and automate their enterprise-wide GRC programs · metricstream.com ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
Vanta is first at 30%.
Hyperproof is first at 22%. 0 of 14 models made it the first choice when asked directly.
ServiceNow Integrated Risk Management is first at 25%.
“Strong enterprise IRM leader for global banks and large organizations.”Grok 4.20 · Comparative question · first choice
“MetricStream remains a full-suite GRC offering risk, compliance, audit, third-party, and ESG modules on one platform”Claude Haiku 4.5 · Comparative question · alternative
“Leading enterprise GRC and compliance management solution. Chartis Research names MetricStream Category Leader”Muse Glimmer 30B · Comparative question · alternative
“Broad, connected GRC for organizations with many business units, regulatory obligations, or risk domains”GPT-6 Luna · Comparative question · alternative
“Avoid for most mid-market B2B: Enterprise-heavy like ServiceNow IRM, RSA Archer, or MetricStream (overkill/costly)”Grok 4.20 · Direct question · warning
“Named alongside Archer as one of the platforms to be most cautious about because of heavy, expensive, legacy UX”Muse Glimmer 30B · Negative question · warning
“It is best avoided unless you are a large enterprise with the resources to handle its complexity and cost.”Mistral Small · Negative question · warning
“Avoid for Limited Budgets: Enterprise-heavy options like Workiva, MetricStream, or even full Drata”Grok 4.20 · Budget-constrained question · warning
The products named in the same answers as MetricStream, over the 220 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 153 | 5 | View → | |
| 150 | 20 | View → | |
| 102 | 30 | View → | |
| 98 | 13 | View → | |
| 71 | 0 | View → | |
| 61 | 4 | View → | |
| 58 | 4 | View → | |
| 55 | 5 | View → | |
| 54 | 6 | View → | |
| 51 | 10 | View → |
What the models named instead of MetricStream →
A side-by-side page exists where both products are among a category's top eight.
Stated on MetricStream'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 199 of the 220 answers that named MetricStream and are not a share of its labels.
406 of the 460 domain citations in answers naming MetricStream 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 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 1 | 2 | 2 | 5 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 4 | 5 |
| Perplexity Sonar | 0 | 2 | 1 | 6 | 9 |
| Grok 4.20 | 1 | 2 | 2 | 3 | 8 |
| Mistral Small | 0 | 1 | 2 | 1 | 4 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 4 | 6 |
| Llama 4 Maverick | 0 | 0 | 2 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 1 | 1 | 3 | 5 |
| Kimi K2 | 0 | 1 | 2 | 1 | 4 |
| GLM 4.7 FlashX | 0 | 2 | 0 | 1 | 3 |
| MiniMax M2.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-6 Luna | 0 | 1 | 0 | 1 | 2 |
| Muse Glimmer 30B | 0 | 2 | 1 | 2 | 5 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 609 | 69 | 2026-09-24 | ||
| Glossary or explainer | 235 | 0 | 2024-05-08 | ||
| News or press | 96 | 1 | 2026-09-24 | ||
| Conference or event | 81 | 6 | 2026-09-15 | ||
| Report or ebook | 11 | undated | |||
| Comparison | 4 | 1 | 2026-09-24 | ||
| Case study | 3 | 1 | 2026-07-09 | ||
| Webinar or virtual event | 2 | 1 | 2026-07-09 | ||
| Podcast or video | 2 | 1 | 2026-09-09 | ||
| Template or tool | 1 | undated |
As the event pages on metricstream.com state them, read September 28, 2026.
Every page metricstream.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.