AWS Secrets Manager is a service from AWS for centrally managing the lifecycle of secrets used by applications, services, and IT resources · aws.amazon.com ↗
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%.
“Integrate HashiCorp Vault, AWS Secrets Manager, or Azure Key Vault instead of native Kubernetes secrets.”Muse Glimmer 30B · Negative question · first choice
“Start with AWS Secrets Manager or Azure Key Vault if you're cloud-native”Claude Haiku 4.5 · Paraphrase question · first choice
“If you're AWS-heavy, choose AWS Secrets Manager.”GPT-6 Luna · Paraphrase question · first choice
“AWS‑centric stack → AWS Secrets Manager”GLM 4.7 FlashX · Paraphrase question · first choice
“Received a high negative rate (64%) and is considered a criticized challenger”Mistral Small · Negative question · warning
“AWS Secrets Manager has a negative rate of 64% for enterprise B2B companies”Llama 4 Maverick · Negative question · warning
“Not recommended for small teams due to vendor lock-in and complexity.”Mistral Small · Negative question · warning
“AWS Secrets Manager (costs add up)”Kimi K2 · Budget-constrained question · warning
The products named in the same answers as AWS Secrets Manager, over the 244 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 233 | 78 | Compare → | |
| 176 | 0 | Compare → | |
| 157 | 61 | Compare → | |
| 142 | 1 | Compare → | |
| 136 | 42 | Compare → | |
| 88 | 7 | View → | |
| 88 | 7 | Compare → | |
| 61 | 0 | View → | |
| 42 | 4 | View → | |
| 39 | 1 | View → |
What the models named instead of AWS Secrets Manager →
A side-by-side page exists where both products are among a category's top eight.
Stated on AWS Secrets Manager'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 195 of the 244 answers that named AWS Secrets Manager and are not a share of its labels.
504 of the 548 domain citations in answers naming AWS Secrets Manager came from a third party's page. Forty-four 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 are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 3 | 3 | 0 | 7 |
| GPT-5.4 mini | 0 | 4 | 1 | 0 | 5 |
| Gemini 3.5 Flash | 0 | 4 | 1 | 3 | 8 |
| Perplexity Sonar | 0 | 4 | 0 | 1 | 5 |
| Grok 4.20 | 0 | 4 | 0 | 2 | 6 |
| Mistral Small | 0 | 2 | 1 | 3 | 6 |
| DeepSeek V4 Flash | 0 | 3 | 2 | 0 | 5 |
| Llama 4 Maverick | 0 | 0 | 1 | 1 | 2 |
| Qwen 3.7 Flash | 0 | 4 | 0 | 3 | 7 |
| Kimi K2 | 0 | 3 | 2 | 1 | 6 |
| GLM 4.7 FlashX | 1 | 5 | 0 | 0 | 6 |
| MiniMax M2.5 | 0 | 4 | 1 | 1 | 6 |
| GPT-6 Luna | 1 | 2 | 0 | 1 | 4 |
| Muse Glimmer 30B | 1 | 3 | 0 | 0 | 4 |