| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Business password managers | Identity and access | 43% | 2 of 35 | 4% | 72 | endorsed leader | ▼−6Since September 2026: 49% → 43%, −6 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Client-side protection | Security operations | 0% | 42 of 120 | 0% | 1 | under 10 labels · led by cside at 13% | |
| IT documentation | IT operations and endpoint | 0% | 44 of 92 | 0% | 1 | under 10 labels · led by Hudu at 17% | |
| Privileged access management | Identity and access | 0% | 26 of 73 | 0% | 1 | under 10 labels · led by Delinea Secret Server at 37% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Password managers | 49% | 43% | ▼−6Since September 2026: 49% → 43%, −6 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 1 → 2 of 35 |
| Client-side protection | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 42 of 120, unchanged |
| IT documentation | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 44 of 92, unchanged |
| PAM | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 49 → 26 of 73 |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 2 | 2 | 0 | 1 | 5 |
| GPT-5.4 mini | 2 | 3 | 0 | 0 | 5 |
| Gemini 3.5 Flash | 2 | 6 | 0 | 0 | 8 |
| Perplexity Sonar | 1 | 2 | 0 | 0 | 3 |
| Grok 4.20 | 3 | 3 | 0 | 0 | 6 |
| Mistral Small | 4 | 0 | 1 | 0 | 5 |
| DeepSeek V4 Flash | 1 | 4 | 1 | 0 | 6 |
| Llama 4 Maverick | 0 | 1 | 2 | 0 | 3 |
| Qwen 3.7 Flash | 2 | 3 | 0 | 0 | 5 |
| Kimi K2 | 3 | 3 | 1 | 0 | 7 |
| GLM 4.7 FlashX | 2 | 2 | 1 | 1 | 6 |
| MiniMax M2.5 | 3 | 2 | 1 | 0 | 6 |
| GPT-6 Luna | 1 | 3 | 0 | 0 | 4 |
| Muse Glimmer 30B | 3 | 2 | 0 | 1 | 6 |
Verbatim evidence the judge attached to positive labels.
“Most mid-market companies find success with either 1Password (if UX/adoption matters most) or Bitwarden (if cost and transparency are priorities).” Claude Haiku 4.5 · Password managers · direct prompt · first choice
“Bitwarden is the best overall choice for most teams because it is repeatedly identified as the budget pick” Perplexity Sonar · Password managers · budget prompt · first choice
“Fully open-source, highly transparent, very cost-effective, and supports self-hosting for enterprise environments.” Gemini 3.5 Flash · Password managers · negative prompt · first choice
“I'd recommend Bitwarden Enterprise because it offers: - The best balance of security, features, and price” Kimi K2 · Password managers · paraphrase prompt · first choice
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.
“Avoid (or at minimum, treat as high‑risk) LastPass, Dashlane, and Bitwarden” GLM 4.7 FlashX · Password managers · negative prompt · hard negative
“researchers demonstrate repeated failures in confidentiality and integrity protections in their "zero-knowledge encryption" implementations” Claude Haiku 4.5 · Password managers · negative prompt · soft negative
“security guarantees by cloud-based password manager software offered by Bitwarden, Dashlane and LastPass aren't as advertised.” Muse Glimmer 30B · Password managers · negative prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 206 of the 226 answers that named Bitwarden and are not a share of its labels.
665 of the 808 domain citations in answers naming Bitwarden came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 1,373 | 16 | 2026-09-18 | ||
| Conference or event | 305 | undated | |||
| Glossary or explainer | 25 | 0 | 2026-06-18 | ||
| Comparison | 24 | undated | |||
| Template or tool | 20 | undated | |||
| Podcast or video | 18 | undated | |||
| Report or ebook | 9 | undated | |||
| News or press | 7 | undated | |||
| Case study | 6 | undated |
Every page bitwarden.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
What Bitwarden's own pages state, read September 28, 2026: bitwarden.com, bitwarden.com/pricing, bitwarden.com/compliance, bitwarden.com/products, bitwarden.com/case-studies. A claimed page can correct any of them.
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 Bitwarden'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 Bitwarden, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for Bitwarden by email, built from the raw record of the edition. It shows:
Bitwarden is among the products AI models recommend first in Business password managers this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.