Four of fourteen models named Bitwarden first on the direct prompt; zero named RoboForm. Bitwarden was named by fourteen of the fourteen models and RoboForm by eleven and Bitwarden carries 72 labels and RoboForm 17, so the shares are not directly comparable.
Named in four categories this edition.
Named in one category this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the business password managers page.
Across every category in the October 2026 Edition, Bitwarden and RoboForm were named in the same answer thirty-four times, of the 226 answers naming Bitwarden and the 43 naming RoboForm. In those answers RoboForm took the first choice two times and Bitwarden twenty.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Avoid (or at minimum, treat as high‑risk) LastPass, Dashlane, and Bitwarden” GLM 4.7 FlashX · negative prompt · hard negative
“researchers demonstrate repeated failures in confidentiality and integrity protections in their "zero-knowledge encryption" implementations” Claude Haiku 4.5 · 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 · negative prompt · soft negative
“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 · direct prompt · first choice
“Bitwarden is the best overall choice for most teams because it is repeatedly identified as the budget pick” Perplexity Sonar · budget prompt · first choice
“Fully open-source, highly transparent, very cost-effective, and supports self-hosting for enterprise environments.” Gemini 3.5 Flash · negative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“it lacks the advanced enterprise scalability of 1Password or Keeper” Qwen 3.7 Flash · comparative prompt · soft negative
“A security flaw was discovered affecting 11 password managers” MiniMax M2.5 · negative prompt · soft negative
“The best business password manager for a company with a limited budget is RoboForm, which starts at $2.23 monthly per user.” Llama 4 Maverick · budget prompt · first choice
“RoboForm also stands out for its affordability, with business plans starting as low as $2.23 per user per month” Mistral Small · budget prompt · first choice
“RoboForm is consistently cheaper than mainstream competitors while offering incredibly granular administrative control.” Gemini 3.5 Flash · budget prompt · alternative
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.