Business password managers for enterprise buyers
Asked as “business password manager”, and as “team password vault”, on behalf of an enterprise B2B company. 53 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
47%
Clear leader
471Password42Bitwarden09Keeper Security02others
47% of first choices, clear leader.
Since October 2026▲+3Since October 2026: 44% → 47%, +3 points. Inside the 11-point floor: within noise.1Password held the lead, +3 points on 44%, inside the 11-point floor.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
Small business
1Password45%Clear leader↗new leaderNew leader since October 2026: 1Password (45%) replaces Bitwarden (49% then, 38% now), 7 points clear, inside the 11-point floor.Standing →Mid-market1Password53%Clear leader▲+6Since October 2026: 47% → 53%, +6 points. Inside the 11-point floor: within noise.Standing →Enterprise1Password47%Clear leader▲+3Since October 2026: 44% → 47%, +3 points. Inside the 11-point floor: within noise.This page
1Password45%Clear leader↗new leaderNew leader since October 2026: 1Password (45%) replaces Bitwarden (49% then, 38% now), 7 points clear, inside the 11-point floor.Standing →Mid-market1Password53%Clear leader▲+6Since October 2026: 47% → 53%, +6 points. Inside the 11-point floor: within noise.Standing →Enterprise1Password47%Clear leader▲+3Since October 2026: 44% → 47%, +3 points. Inside the 11-point floor: within noise.This pageThe standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
011Password47%12%72endorsed leader▲+3Since October 2026: 44% → 47%, +3 points. Inside the 11-point floor: within noise.44% → 47%
1Password47%12%72endorsed leader▲+3Since October 2026: 44% → 47%, +3 points. Inside the 11-point floor: within noise.44% → 47%02
Bitwarden42%4%76endorsed leader▲+8Since October 2026: 34% → 42%, +8 points. Inside the 11-point floor: within noise.34% → 42%
Bitwarden42%4%76endorsed leader▲+8Since October 2026: 34% → 42%, +8 points. Inside the 11-point floor: within noise.34% → 42%03
Keeper Security9%6%67accepted challenger▼−3Since October 2026: 12% → 9%, −3 points. Inside the 11-point floor: within noise.12% → 9%
Keeper Security9%6%67accepted challenger▼−3Since October 2026: 12% → 9%, −3 points. Inside the 11-point floor: within noise.12% → 9%Show the three products at 0%, ordered by negative rate
06LastPass for Business0%71%38criticized challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%
04
Dashlane0%20%46accepted challenger▼−3Since October 2026: 3% → 0%, −3 points. Inside the 11-point floor: within noise.3% → 0%
Dashlane0%20%46accepted challenger▼−3Since October 2026: 3% → 0%, −3 points. Inside the 11-point floor: within noise.3% → 0%05
NordPass0%17%29accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%
NordPass0%17%29accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%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 can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. Both editions asked the same fourteen models. How the floor is measured
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
For buyers
Head to headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not enterprise.
All ten head-to-head pages: the top five products, each against each
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
0102030405L06
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
011Password47%
1Password47%02Bitwarden42%
Bitwarden42%03Keeper Security9%
Keeper Security9%04Dashlane0%
Dashlane0%05NordPass0%
NordPass0%06LastPass for Business0%
What they warned about
Six of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Grok 4.20, Mistral Small, DeepSeek V4 Flash, Qwen 3.7 Flash, MiniMax M2.5 and Muse Glimmer 30B changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
LastPass for Business
71%
27 of 38 labels negative · 14 of 14 models · 15 hard negative
“the November 2022 breach - where encrypted customer vaults were stolen - and the subsequent 2023 incident fundamentally changed the risk calculus for security-conscious buyers” Muse Glimmer 30B, negative prompt
1Password12%
9 of 72 labels negative · 7 of 14 models · 2 hard negative
“Avoid: Solutions requiring extensive custom quoting (like Dashlane Enterprise or 1Password Enterprise)” Mistral Small, negative prompt
Dashlane20%
9 of 46 labels negative · 7 of 14 models · 1 hard negative
“Some analyses recommend avoiding Dashlane Enterprise, especially for organizations concerned about complex pricing or administrative overhead” Mistral Small, negative prompt
Google Password Manager100%
5 of 5 labels negative · 4 of 14 models · 5 hard negative
“Consumer-grade tools such as Chrome, Google Account storage or Apple Keychain lack corporate-level security and visibility” Claude Haiku 4.5, negative prompt
What they cite
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.
Sites the answers cite
76 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 901 links across 188 sites, every framing counted. Ranked by the number of answers carrying the site or page. 20 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.
vendor site · Bitwarden62 answers · 164 citations · 14 models
vendor site · 1Password41 answers · 69 citations · 13 models
vendor site · Keeper Security31 answers · 42 citations · 12 models
28 answers · 32 citations · 11 models
27 answers · 33 citations · 11 models
16 answers · 16 citations · 8 models
15 answers · 15 citations · 9 models
14 answers · 15 citations · 9 models
13 answers · 14 citations · 6 models
vendor site · LastPass13 answers · 14 citations · 8 models
vendor site · G213 answers · 13 citations · 9 models
publisher (Gane)13 answers · 13 citations · 5 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
27 answers · 11 models
24 answers · 11 models
20 answers · 10 models
20 answers · 9 models
18 answers · 9 models
16 answers · 8 models
15 answers · 7 models
15 answers · 9 models
14 answers · 8 models
14 answers · 9 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best business password manager”, “business password manager”, “business password managers”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| 1Password 1password.com | 47% | 274 | 201,000 | 3,085 | 927,263 | 120 | 4 | |
| Bitwarden bitwarden.com | 42% | 215 | 165,000 | 2,160 | 474,514 | $62 | 52 | 2 |
| Keeper keepersecurity.com Keeper Security 9%, Keeper Enterprise Password Manager 0% | 9% | 152 | 18,100 | 278 | 126,627 company | $1,702 | 118 | 3 |
| Dashlane dashlane.com Dashlane Omnix 2%, Dashlane 0% | 2% | 121 | 60,500 | 856 | 318,168 | 120 | 1 | |
| NordPass nordpass.com | 0% | 124 | 22,200 | 636 | 505,824 | 74 | ||
| CyberArk cyberark.com | 0% | 19 | 22,200 | 1,253 | 147,793 | $62 | 0 | |
| Delinea delinea.com Delinea Secret Server 0% | 0% | 197 | 6,600 | 218 | 85,859 company | $78 | 91 | |
| BeyondTrust beyondtrust.com BeyondTrust Password Safe 0%, BeyondTrust 0% | 0% | 159 | 6,600 | 377 | 91,200 | $1,820 | 120 | |
| ManageEngine parent site ManageEngine Password Manager Pro 0% | 0% | 7 | 8,100 | 675 | ||||
| Passwork passwork.pro | 0% | 5 |
Google's top ten for the three searches hold 20 sites; 7 of them are among the sites the models cited here (1password.com, bitwarden.com, blog.lastpass.com, g2.com, keepersecurity.com, pcmag.com, security.org). The first result for “best business password manager” is reddit.com.
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.ShowHide
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ShowHideModelDirect“What is the best business password manager for an enterprise B2B company?”Paraphrase“Which team password vault would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade business password managers and how do they differ?”Budget-constrained“What is the best business password manager for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating a business password manager. What should we look at?”Negative“Which business password managers should a large enterprise avoid or be cautious about?”
Claude Haiku 4.51Password, Keeper Security1PasswordChangedagainst: LastPass for BusinessKeeper Securityagainst: 1PasswordBitwardenno first choiceagainst: 1Password, Apple Passwords, Bitwarden, Dashlane, Enpass, Google Password Manager, LastPass for Business, LogMeOnce, iCloud Passwords
Three alternatives
Bitwarden, ManageEngine Password Manager Pro, NordPassThree alternatives
Bitwarden, Dashlane, Keeper SecurityFour alternatives
Bitwarden, Dashlane, ManageEngine Password Manager Pro, NordPassOne alternative
Keeper SecurityGPT-5.4 mini1Password, Bitwarden1Password, Dashlane OmnixChanged1PasswordBitwardenagainst: Dashlane Omnixno first choiceagainst: LastPass for Business, Trend Micro Password Manager
One alternative
Keeper SecurityThree alternatives
Bitwarden, Dashlane, Keeper SecurityTwo alternatives
1Password, Keeper SecurityGemini 3.5 Flash1Password1PasswordHeld1PasswordBitwardenno first choiceagainst: Apple Passwords, Google Password Manager, KeePass, LastPass for Business, Microsoft Edge Password Manager
Two alternatives
Bitwarden, Keeper SecurityTwo alternatives
Bitwarden, Keeper SecurityFour alternatives
Bitwarden, Dashlane, Keeper Security, NordPassFour alternatives
1Password, Keeper Security, Passbolt, PassworkPerplexity Sonar1Password1PasswordHeldKeeper SecurityBitwardenno first choiceagainst: Bitdefender SecurePass, LastPass for Business, McAfee Password Manager, Norton Password Manager
Three alternatives
Bitwarden, Keeper Security, NordPassTwo alternatives
Bitwarden, Keeper SecurityFour alternatives
1Password, Bitwarden, Dashlane, NordPassOne alternative
NordPassGrok 4.201Passwordagainst: LastPass for BusinessKeeper SecurityChangedagainst: LastPass for BusinessBitwardenagainst: LastPass for Business, RoboFormBitwardenagainst: 1Password, Dashlane, Keeper Security, NordPass, RoboForm1Passwordagainst: AWS Secrets Manager, HashiCorp Vault, LastPass for Businessagainst: 1Password, Bitwarden, Dashlane, Keeper Security, LastPass for Business
Two alternatives
Bitwarden, Keeper SecurityThree alternatives
1Password, Bitwarden, DashlaneFour alternatives
1Password, Dashlane, Keeper Security, NordPassOne alternative
VaultwardenThree alternatives
Bitwarden, Dashlane, Keeper SecurityMistral Small1Password, Bitwarden1PasswordChanged1Passwordagainst: LastPass for BusinessBitwardenno first choiceagainst: LastPass for Businessagainst: 1Password, Dashlane, LastPass for Business, NordPass
One alternative
NordPassOne alternative
BitwardenFour alternatives
Bitwarden, Dashlane, Keeper Security, NordPassTwo alternatives
1Password, NordPassDeepSeek V4 FlashBitwardenagainst: LastPass for Business1PasswordChangedagainst: Dashlane, NordPass1Passwordagainst: LastPass for BusinessBitwardenagainst: 1Password1Passwordagainst: Keeper Securityagainst: LastPass for Business, NordPass, RoboForm, Sticky Password
Two alternatives
1Password, Keeper SecurityTwo alternatives
Bitwarden, Keeper SecurityFive alternatives
BeyondTrust Password Safe, Bitwarden, Dashlane, Keeper Security, NordPassOne alternative
Keeper SecurityOne alternative
BitwardenLlama 4 Maverick1Password1PasswordHeldno first choice1PasswordBitwardenagainst: LastPass for Business
Four alternatives
Bitwarden, Keeper Security, LastPass for Business, NordPassFive alternatives
Bitwarden, Dashlane, Keeper Security, NordPass, Proton Pass for BusinessThree alternatives
Bitwarden, Keeper Security, LastPass for BusinessTwo alternatives
1Password, Keeper SecurityQwen 3.7 Flash1Passwordagainst: LastPass for BusinessKeeper SecurityChanged1Passwordagainst: LastPass for BusinessBitwardenno first choiceagainst: Dashlane, Zoho Vaultagainst: Bitwarden, Dashlane, LastPass for Business, NordPass, Teampass, sysPass
Two alternatives
Bitwarden, Keeper SecurityTwo alternatives
1Password, BitwardenThree alternatives
Bitwarden, Dashlane, Keeper SecurityOne alternative
1PasswordThree alternatives
1Password, Bitwarden, Keeper SecurityKimi K21Passwordagainst: LastPass for Business1PasswordHeldagainst: LastPass for BusinessCyberArk Privileged Access ManagerBitwardenno first choiceagainst: Apple Passwords, Google Password Manager, KeePass, LastPass for Business
Two alternatives
Bitwarden, Keeper SecurityOne alternative
BitwardenFive alternatives
1Password, BeyondTrust Password Safe, Bitwarden, Delinea Secret Server, Keeper SecurityOne alternative
1PasswordGLM 4.7 FlashXBitwardenBitwardenHeld1Password, Keeper Security, LastPass for BusinessBitwardenagainst: 1Passwordno first choiceagainst: Dashlane, LastPass for Business, Norton Password Manager, Passwordstate
Two alternatives
1Password, Keeper SecurityThree alternatives
1Password, Dashlane, Keeper SecurityFour alternatives
Bitwarden, Dashlane, NordPass, Zoho VaultTwo alternatives
Keeper Security, PassworkMiniMax M2.5Bitwarden, Keeper Security1PasswordChangedBitwardenBitwardenagainst: 1Password, Keeper Security1Passwordagainst: Dashlaneagainst: Apple Passwords, Google Password Manager, LastPass for Business, Microsoft Edge Password Manager, Norton Password Manager, Passwordstate
Three alternatives
1Password, Dashlane, LastPass for BusinessTwo alternatives
Bitwarden, Keeper SecurityFour alternatives
1Password, Dashlane, Keeper Enterprise Password Manager, NordPassTwo alternatives
Bitwarden, Keeper SecurityGPT-6 Luna1Password1PasswordHeld1Password, Bitwarden, Keeper Security, KeeperPAMBitwardenno first choiceagainst: LastPass for Business
Two alternatives
Bitwarden, Keeper SecurityTwo alternatives
Bitwarden, Keeper SecurityTwo alternatives
Dashlane Omnix, NordPassMuse Glimmer 30BBitwarden1Password, BitwardenChangedKeeper Securityagainst: CyberArk Privileged Access ManagerBitwarden, Keeper Securityagainst: 1Passwordno first choiceagainst: LastPass for Business, Norton Password Manager, Passwordstate
Three alternatives
1Password, Keeper Security, LastPass for BusinessTwo alternatives
Keeper Security, SafeguardFour alternatives
1Password, Bitwarden, Dashlane, LastPass for BusinessBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency.
Eighty-four rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:43 | yes | 9 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 13:06 | yes | 3 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 12:40 | yes | 3 | 20 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 11:45 | yes | 10 | 4 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:44 | yes | 5 | 9 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 16:45 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:14 | yes | 21 | 27 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:26 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:55 | yes | 5 | 18 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:00 | yes | 10 | 21 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:50 | yes | 22 | 172 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:53 | yes | 9 | 47 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 18:26 | yes | 4 | 16 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 13:01 | yes | 13 | 17 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 13:55 | no | 0 | 5 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 13:03 | yes | 3 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 14:16 | no | 0 | 17 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 09:15 | yes | 10 | 4 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:17 | yes | 12 | 13 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 14:42 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 14:32 | yes | 22 | 33 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 15:11 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 13:10 | yes | 10 | 44 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 19:14 | yes | 10 | 44 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 13:44 | yes | 21 | 18 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 14:10 | yes | 10 | 27 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:50 | yes | 4 | 16 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 15:38 | yes | 14 | 20 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 13:08 | yes | 16 | 11 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 19:15 | yes | 6 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 17:13 | no | 0 | 14 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 15:37 | yes | 10 | 6 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:34 | yes | 5 | 17 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 13:17 | yes | 5 | 7 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 14:00 | yes | 24 | 56 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:19 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 16:19 | no | 0 | 31 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 15:35 | yes | 14 | 30 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 16:31 | no | 0 | 12 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 14:50 | yes | 23 | 37 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:31 | yes | 6 | 25 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 15:51 | yes | 14 | 24 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:51 | yes | 9 | 6 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:18 | yes | 4 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 12:41 | yes | 11 | 21 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 11:04 | yes | 10 | 4 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:02 | yes | 5 | 12 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 13:44 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:44 | yes | 20 | 23 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:41 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:59 | yes | 9 | 42 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 18:45 | yes | 24 | 36 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 14:13 | yes | 20 | 46 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:41 | yes | 20 | 67 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 16:09 | yes | 1 | 13 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 13:21 | yes | 21 | 28 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 18:56 | yes | 19 | 13 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:26 | yes | 4 | 5 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 13:32 | no | 0 | 20 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 19:28 | yes | 10 | 10 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:03 | yes | 10 | 17 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 15:53 | no | 0 | 9 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:37 | yes | 22 | 33 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:09 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 15:10 | yes | 5 | 18 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 14:04 | yes | 21 | 73 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:30 | yes | 14 | 21 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 14:40 | yes | 10 | 49 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 13:01 | yes | 4 | 25 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 13:41 | yes | 15 | 28 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 10:18 | yes | 33 | 12 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:53 | yes | 5 | 7 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 09:47 | no | 0 | 17 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 11:19 | yes | 10 | 5 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:48 | yes | 20 | 17 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 16:21 | yes | 5 | 7 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:33 | yes | 24 | 37 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 13:37 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:21 | yes | 20 | 81 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:19 | yes | 24 | 37 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 15:45 | yes | 23 | 212 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:56 | yes | 25 | 44 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 18:28 | yes | 3 | 20 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 18:26 | yes | 23 | 28 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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Category-scoped readings
Chrome read as Google Password Manager
Delinea read as Delinea Secret Server
Google Chrome read as Google Password Manager
Keeper read as Keeper Security
Keeper (Keeper Security Enterprise) read as Keeper Security
Keeper Business read as Keeper Security
Keeper Enterprise read as Keeper Security
LastPass read as LastPass for Business
LastPass (Business/Enterprise plans) read as LastPass for Business
LastPass (Enterprise) read as LastPass for Business
LastPass Business read as LastPass for Business
LastPass Enterprise read as LastPass for Business
ManageEngine read as ManageEngine Password Manager Pro
Microsoft Edge read as Microsoft Edge Password Manager
Proton read as Proton Pass for Business
Proton Pass read as Proton Pass for Business
Proton Pass Professional read as Proton Pass for Business
Thycotic (now Delinea) read as Delinea Secret Server
Unresolved, counted raw
Bitdefender SecurePass
LogMeOnce
McAfee Password Manager
Teampass
Trend Micro Password Manager
iCloud Passwords
sysPass
Discontinued, still offered
No shut-down product was recommended here.