4 categories · RankedGoogle Secret Manager
Google Secret Manager is a secrets management service from Google, for teams running workloads on Google Cloud · cloud.google.com ↗
Read the same way at every company size.
The standing depends on who is buying. Every model is asked the same questions for each company size.
Doppler is first at 43%.
HashiCorp Vault is first at 32%. 0 of 14 models made it the first choice when asked directly.
HashiCorp Vault is first at 68%.
Why models recommend it
“Best overall for low budget + simplicity: Google Cloud Secret Manager on GCP”GPT-5.4 mini · Budget-constrained question · first choice
“Google Secret Manager — cheapest cloud-native storage: Particularly inexpensive for GCP users”Perplexity Sonar · Budget-constrained question · alternative
“Best for Google Cloud users who want a simpler managed secrets store with strong IAM control”GPT-5.4 mini · Comparative question · alternative
“Best single-cloud value: AWS Secrets Manager / Azure Key Vault / Google Secret Manager”Muse Glimmer 30B · Comparative question · alternative
What gives them pause
“sensible for single-cloud deployments, but using each as a separate source of truth can create fragmentation and inconsistent policy across clouds”Perplexity Sonar · Negative question · warning
“reasonable options in their respective environments—but they still need least-privilege access, monitoring, and lifecycle management”GPT-6 Luna · Negative question · warning
“Relying *exclusively* on single-cloud key vaults without an overarching governance layer creates massive visibility gaps”Gemini 3.5 Flash · Negative question · warning
“Good if you're mostly single-cloud, but often insufficient alone for multi-cloud, rotation, and developer experience.”Grok 4.20 · Scale-constrained question · warning
Also on the shortlist
The products named in the same answers as Google Secret Manager, over the 146 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 144 | 47 | Compare → | |
| 142 | 3 | Compare → | |
| 131 | 0 | Compare → | |
| 103 | 35 | Compare → | |
| 91 | 21 | Compare → | |
| 62 | 7 | Compare → | |
| 58 | 3 | View → | |
| 41 | 0 | View → | |
| 30 | 1 | View → | |
| 26 | 3 | View → |
What the models named instead of Google Secret Manager →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Google Secret Manager's own site, not checked by Gane.
- Free plan or trial
- $300 in free credit
How this is measured
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 →Sources returned with these answers
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 115 of the 146 answers that named Google Secret Manager and are not a share of its labels.
Domains cited
314 of the 333 domain citations in answers naming Google Secret Manager came from a third party's page. Nineteen were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 4 | 0 | 4 |
| GPT-5.4 mini | 1 | 1 | 1 | 0 | 3 |
| Gemini 3.5 Flash | 0 | 5 | 0 | 3 | 8 |
| Perplexity Sonar | 0 | 2 | 0 | 1 | 3 |
| Grok 4.20 | 0 | 2 | 2 | 2 | 6 |
| Mistral Small | 0 | 1 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 1 | 2 | 0 | 3 |
| Llama 4 Maverick | 0 | 0 | 2 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 0 | 2 | 1 | 3 |
| Kimi K2 | 0 | 1 | 0 | 1 | 2 |
| GLM 4.7 FlashX | 0 | 4 | 1 | 0 | 5 |
| MiniMax M2.5 | 0 | 2 | 0 | 0 | 2 |
| GPT-6 Luna | 0 | 2 | 0 | 1 | 3 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 37 | 14 | 2026-09-28 | API management | |
| Case study | 19 | undated | |||
| Conference or event | 4 | undated | |||
| Report or ebook | 2 | undated | |||
| Glossary or explainer | 2 | undated | |||
| Webinar or virtual event | 1 | undated | |||
| Template or tool | 1 | undated | |||
| News or press | 1 | undated |
Most recent
- 2026-09-28Storage optimized z4d vm and bare metal instances blog
- 2026-09-28Accelerate geospatial coding with ai in google earth engine blog
- 2026-09-25Storage intelligence advisor and batch operations updates blog
- 2026-09-25Memorystore for valkey 9 1 3x qps caching blog
- 2026-09-252026 gartner magic quadrant for container management blog
- 2026-09-24Gemini 3 8 live with live avatar is now generally available blog
How it is countedHide how it is counted
Every page cloud.google.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.