IT AI Index
Index Vendors › Google Secret Manager · September 2026 Edition
1 category · Ranked

Google Secret Manager

95Judge labels
0First choices
25Negative labels
12 of 12Models named it
1Category
September 2026 Edition. Every number here is derived from the raw labels under vendor table vv2026-09.2, every buyer segment counted.
Best standing
0% in Secrets for mid-market buyers
Rank 10 of 40 in the mid-market standingaccepted challenger
0 of 12 models made it the first choice on the direct prompt; 10% of its 31 labels there were negative.
By buyer segmentRead the same way at every buyer size.
In secrets · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading

Standing by category

Every category where a model named Google Secret Manager for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.
CategoryFunctionShareRankNegative rateLabelsQuadrant
Secrets managementIdentity and access0%10 of 4010%31accepted challenger

Movement

This is the first edition on this tier, so no move can be computed for Google Secret Manager yet. From the next edition this section shows, per buyer segment, whether its share moved by more than the measured noise floor.

By model

How each model treated Google Secret Manager across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.
ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.501102
GPT-5.4 mini03003
Gemini 3.5 Flash02125
Perplexity Sonar00101
Grok 4.1 Fast01304
Mistral Small01102
DeepSeek V4 Flash03104
Llama 4 Maverick00101
Qwen 3.7 Flash01001
Kimi K200011
GLM 4.7 FlashX03003
MiniMax M2.503104

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.
FramingLabels by classFirst choices
Direct10 labelsNone
Paraphrase13 labelsNone
Comparative23 labelsNone
Budget-constrained15 labelsNone
Scale-constrained14 labelsNone
Negative20 labels1not counted in share
First choiceAlternativeMentionNegative95 labels in all, every segment counted; 0 of the 1 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

“their native solution (AWS Secrets Manager, Azure Key Vault, or Google Cloud Secret Manager) may be simpler to adopt” MiniMax M2.5 · Secrets · scale prompt · alternative
“Best for Google Cloud users who want a simpler, cloud-native way to store and manage secrets with versioning” GPT-5.4 mini · Secrets · comparative prompt · alternative
“If you are Cloud-Native: Use the Native Cloud Service (AWS/Azure/GCP) to avoid third-party costs.” Qwen 3.7 Flash · Secrets · budget prompt · alternative
“| Google Cloud Secret Manager | GCP environments | Native Google Cloud integration |” MiniMax M2.5 · Secrets · comparative prompt · alternative

And against it

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.

“Caution: Tight coupling to one cloud provider makes multi-cloud or migration strategies difficult” Kimi K2 · Secrets · negative prompt · soft negative
“they lack polished developer workflows, fail to provide a cohesive local development experience” Gemini 3.5 Flash · Secrets · direct prompt · soft negative
“their dashboards are notoriously clunky for developers” Gemini 3.5 Flash · Secrets · paraphrase prompt · soft negative

Named alongside

The products named in the same answers as Google Secret Manager, over the 95 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Google Secret Manager was named but was not.
ProductSame answerTook the first choice insteadHead to head
AWS Secrets Manager94 of 953Not in the top three
HashiCorp Vault92 of 9535Not in the top three
Azure Key Vault83 of 951Not in the top three
Doppler68 of 9526Not in the top three
Infisical59 of 9513Not in the top three
1Password46 of 955Not in the top three
Akeyless36 of 953Not in the top three
Bitwarden Secrets Manager25 of 952Not in the top three
CyberArk Conjur23 of 950Not in the top three
OpenBao20 of 951Not in the top three
A head-to-head page exists where both products are in a category's top three. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named Google Secret Manager. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 69 of the 95 answers that named Google Secret Manager and are not a share of its labels.

Domains cited

blog.gitguardian.com52
envmanager.com40
startwithidentity.com34
safeguard.sh30
infisical.com29
doppler.com26
cycode.com24
guideflow.com23
akeyless.io21
cybervendorguide.com20

299 of the 299 domain citations in answers naming Google Secret Manager came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Names read as Google Secret Manager

What the judge wrote, as written, with how often. The vendor table decides that these count as Google Secret Manager; a claim can dispute any of them.
Google Cloud Secret Manager 13GCP Secret Manager 7
Is this your product?

Claim this page

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 Google Secret Manager'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 Google Secret Manager, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at google.dev is approved on the spot, any other address is reviewed by hand.

Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.

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