Data as of Aug 25, 2026 · Based on 2,931 AI responses · See how Parse measures this
Self-Hosted Team Password Managers
Parse
https://parse.gl
Bitwarden has solidified its position as the top recommendation from AI assistants for team password management, praised for both its cloud and self-hosted options. However, for prompts specifically requesting self-hosting, alternatives like and have surged in prominence, challenging the market leaders.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | AI's top recommendation, offering both enterprise-ready self-hosting and a popular cloud version. | 80% | |
| 2 | A leading choice for general team use, praised for its polished UI. | 52% | |
| 3 | Consistently cited for enterprise-grade security and features suitable for regulated industries. | 39% | |
| 4 | 29% | ||
| 5 | Mentioned for ease-of-use in general team prompts, but with declining frequency. | 27% | |
| 6 | Frequently recommended as a self-hosted option built specifically for team collaboration. | 25% | |
| 7 | Still cited, but often with warnings about its past security incidents. | 25% | |
| 8 | The top recommendation for users wanting a completely offline, file-based vault. | 23% | |
| 9 | The most-cited lightweight, community-driven alternative for self-hosting a | 22% | |
| 10 | An open-source, self-hosted option noted for its multi-layer encryption approach. | 19% | |
| 11 | 16% | ||
| 12 | 14% | ||
| 13 | 9% | ||
| 14 | 9% | ||
| 15 | 7% | ||
| 16 | 7% | ||
| 17 | 6% | ||
| 18 | 6% | ||
| 19 | 4% | ||
| 20 | 4% | ||
| 21 | 4% | ||
| 22 | 3% | ||
| 23 | 3% | ||
| 24 | 3% | ||
| 25 | 3% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
reddit.com is the page AI reaches for most here, cited in 49% of analyzed answers.
Fell from rank #2 to #4 as of Mar 2026, facing competition from self-hosted options.
Dropped from rank #4 to #9 between Oct 2025 and Mar 2026.
Climbed from rank #9 to #3 between Oct 2025 and Mar 2026.
“A neutral tone, suggesting users check recent security history.” → “A more cautious tone, explicitly mentioning past security incidents as a consideration.”
Rose from rank #18 to #2 between Oct 2025 and Mar 2026.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 90% | 87% | ||
| 40% | 41% | ||
| 28% | 36% | ||
| 34% | 25% | ||
| 30% | 30% |
The two models disagree most about Proton Pass (ChatGPT #13, Google #23) and NordPass (ChatGPT #14, Google #5).
Bitwarden has solidified its position as the top recommendation from AI assistants for team password management, praised for both its cloud and self-hosted options. However, for prompts specifically requesting self-hosting, alternatives like Vaultwarden and Passbolt have surged in prominence, challenging the market leaders.
Across 2,931 AI responses, Bitwarden is mentioned most, named in 80% of them, followed by 1Password (52%) and Keeper Security (39%).
Parse measures each brand's mention rate — the share of answers naming it — across 2,931 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
Brands mentioned
Brands mentioned
AI assistants interpret 'maximum security' and 'own servers' as a clear signal for self-hosted, open-source options. Bitwarden,
Passbolt, and
Vaultwarden are the most frequent recommendations, often with
KeePassXC mentioned as a non-server, local-file alternative for ultimate isolation.
Psono also appears regularly as a strong contender.
The market map
Recommended by need