3 categories · RankedBitwarden
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Business password managers | Identity and access | 49% | 1 of 35 | 11% | 65 | endorsed leader |
| Multi-factor authentication | Identity and access | 0% | 71 of 78 | 50% | 2 | under 10 labels · led by Cisco Duo at 42% |
| Privileged access management | Identity and access | 0% | 52 of 74 | 50% | 2 | under 10 labels · led by ManageEngine PAM360 at 21% |
Movement
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 3 | 0 | 1 | 5 |
| GPT-5.4 mini | 3 | 2 | 0 | 0 | 5 |
| Gemini 3.5 Flash | 1 | 4 | 1 | 1 | 7 |
| Perplexity Sonar | 1 | 3 | 1 | 0 | 5 |
| Grok 4.1 Fast | 4 | 1 | 1 | 0 | 6 |
| Mistral Small | 3 | 1 | 1 | 0 | 5 |
| DeepSeek V4 Flash | 3 | 2 | 0 | 1 | 6 |
| Llama 4 Maverick | 2 | 2 | 1 | 0 | 5 |
| Qwen 3.7 Flash | 1 | 4 | 1 | 3 | 9 |
| Kimi K2 | 4 | 1 | 0 | 1 | 6 |
| GLM 4.7 FlashX | 4 | 0 | 0 | 1 | 5 |
| MiniMax M2.5 | 2 | 1 | 1 | 1 | 5 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Top pick overall: Bitwarden Business (Teams $4/user/mo, Enterprise $6–$7/user/mo) – best balance of price, open-source transparency, SSO/SCIM” GLM 4.7 FlashX · Password managers · direct prompt · first choice
“Top value pick (PwdFortress #1 for SMB/mid-market... Test 14-day trials of 1Password and Bitwarden—most mid-market picks win here.” Grok 4.1 Fast · Password managers · direct prompt · first choice
“For most small businesses: Bitwarden Teams at $4/user/month offers the best balance of cost, features, and security.” MiniMax M2.5 · Password managers · budget prompt · first choice
“| Bitwarden | Cost-conscious, open-source preference | Best value, self-host option, open-source auditability |” Kimi K2 · Password managers · scale prompt · first choice
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.
“Use With Caution: Built-in MFA in Password Managers ... (Bitwarden, 1Password, Dashlane) ... violates the principle of "Separation of Factors."” Qwen 3.7 Flash · MFA · negative prompt · soft negative
“companies often try to swap a PAM tool for a Password Manager (like Bitwarden, LastPass, or 1Password). Be careful here.” Qwen 3.7 Flash · PAM · budget prompt · soft negative
“Researchers identified 12 working attack vectors under a malicious-server scenario, the highest of the tested platforms” Gemini 3.5 Flash · Password managers · negative prompt · soft negative
“the free tier is intended for individuals, not businesses... Always use Bitwarden's paid Business/Enterprise plans” Qwen 3.7 Flash · Password managers · negative prompt · soft negative
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 159 of the 203 answers that named Bitwarden and are not a share of its labels.
Domains cited
526 of the 598 domain citations in answers naming Bitwarden came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Names read as Bitwarden
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