Bitwarden Secrets Manager is a secrets management product from Bitwarden for developers and DevOps teams · bitwarden.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%.
HashiCorp Vault is first at 68%.
“delivers solid value for budget-conscious teams that value open-source and self-hosting but don't need advanced features”Claude Haiku 4.5 · Budget-constrained question · alternative
“Dedicated developer-first secret engines like Infisical, Doppler, or Bitwarden Secrets Manager”Gemini 3.5 Flash · Negative question · alternative
“Best Open-Source Enterprise Equivalent: Bitwarden Secrets Manager”Gemini 3.5 Flash · Budget-constrained question · alternative
“Best Simple & Ultra-Low-Cost Solution: Bitwarden Secrets Manager”Gemini 3.5 Flash · Budget-constrained question · alternative
“Good for smaller dev teams, but may lack the granular RBAC, policy enforcement, and audit granularity you need at 500 employees.”Kimi K2 · Scale-constrained question · warning
“Password managers (Pass, Bitwarden, Passbolt) | Secrets are only as secure as the password protecting the vault”GLM 4.7 FlashX · Negative question · warning
“it's stronger for passwords than complex app secrets. Good open-source roots, but audit thoroughly.”Grok 4.20 · Negative question · warning
“Not specifically designed for secrets management in applications”GLM 4.7 FlashX · Budget-constrained question · warning
The products named in the same answers as Bitwarden Secrets Manager, over the 47 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 44 | 4 | View → | |
| 42 | 1 | View → | |
| 39 | 16 | View → | |
| 37 | 20 | View → | |
| 29 | 0 | View → | |
| 26 | 0 | View → | |
| 24 | 2 | View → | |
| 12 | 1 | View → | |
| 11 | 3 | View → | |
| 11 | 0 | View → |
What the models named instead of Bitwarden Secrets Manager →
A side-by-side page exists where both products are among a category's top eight.
Stated on Bitwarden 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 36 of the 47 answers that named Bitwarden Secrets Manager and are not a share of its labels.
109 of the 118 domain citations in answers naming Bitwarden Secrets Manager came from a third party's page. Nine 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 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 3 | 0 | 0 | 3 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 1 | 1 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 2 | 0 | 0 | 2 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 2 | 2 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |