Business password managers for enterprise buyers
Asked as “business password manager”, and as “team password vault”, on behalf of an enterprise B2B company. 59 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
44%
Clear leader
441Password34Bitwarden12Keeper Security10others
44% of first choices, clear leader.
Since September 2026↗new leaderNew leader since September 2026: 1Password (43%) replaces Bitwarden (43% then, 33% now), 10 points clear, inside the 11-point floor.1Password leads at 43%, replacing Bitwarden, which led at 43% and stands at 33% now: 10 points clear, inside the floor, so the swap reads as unsettled.
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
Bitwarden49%Clear leader↗new leaderNew leader since September 2026: Bitwarden (51%) replaces 1Password (42% then, 37% now), 14 points clear, past the 11-point floor.Standing →Mid-market
1Password47%Clear leader↗new leaderNew leader since September 2026: 1Password (45%) replaces Bitwarden (49% then, 43% now), 2 points clear, inside the 11-point floor.Standing →Enterprise1Password44%Clear leader↗new leaderNew leader since September 2026: 1Password (43%) replaces Bitwarden (43% then, 33% now), 10 points clear, inside the 11-point floor.This page
Bitwarden49%Clear leader↗new leaderNew leader since September 2026: Bitwarden (51%) replaces 1Password (42% then, 37% now), 14 points clear, past the 11-point floor.Standing →Mid-market1Password47%Clear leader↗new leaderNew leader since September 2026: 1Password (45%) replaces Bitwarden (49% then, 43% now), 2 points clear, inside the 11-point floor.Standing →Enterprise1Password44%Clear leader↗new leaderNew leader since September 2026: 1Password (43%) replaces Bitwarden (43% then, 33% now), 10 points clear, inside the 11-point floor.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 September 2026
011Password44%6%65endorsed leader▲+11Since September 2026: 32% → 43%, +11 points. Past the 11-point floor: movement. Read over the models both editions asked.32% → 43%
1Password44%6%65endorsed leader▲+11Since September 2026: 32% → 43%, +11 points. Past the 11-point floor: movement. Read over the models both editions asked.32% → 43%02Bitwarden34%4%69endorsed leader▼−9Since September 2026: 43% → 33%, −9 points. Inside the 11-point floor: within noise. Read over the models both editions asked.43% → 33%
Bitwarden34%4%69endorsed leader▼−9Since September 2026: 43% → 33%, −9 points. Inside the 11-point floor: within noise. Read over the models both editions asked.43% → 33%03
Keeper Security12%4%55accepted challenger▼−10Since September 2026: 21% → 12%, −10 points. Inside the 11-point floor: within noise. Read over the models both editions asked.21% → 12%
Keeper Security12%4%55accepted challenger▼−10Since September 2026: 21% → 12%, −10 points. Inside the 11-point floor: within noise. Read over the models both editions asked.21% → 12%04
Dashlane3%20%51accepted challenger▲+2Since September 2026: 2% → 4%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 4%
Dashlane3%20%51accepted challenger▲+2Since September 2026: 2% → 4%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 4%05
NordPass2%27%22criticized challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 2%
NordPass2%27%22criticized challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 2%06
LastPass2%68%37criticized challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 2%
LastPass2%68%37criticized challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 2%Show the one product at 0%, ordered by negative rate
07
ManageEngine Password Manager Pro0%14%14accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
ManageEngine Password Manager Pro0%14%14accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 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 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
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.
All six head-to-head pages: the top four 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 →
01020304050607Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
011Password44%
1Password44%02Bitwarden34%
Bitwarden34%03Keeper Security12%
Keeper Security12%04Dashlane3%
Dashlane3%05NordPass2%
NordPass2%06LastPass2%
LastPass2%07ManageEngine Password Manager Pro0%
ManageEngine Password Manager Pro0%What they warned about
Three of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Perplexity Sonar, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX, 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.
LastPass68%
25 of 37 labels negative · 13 of 14 models · 17 hard negative
“LastPass is currently the most prominent example of a major password manager that enterprises should be cautious about due to a history of significant security failures.” GLM 4.7 FlashX, negative prompt
Dashlane20%
10 of 51 labels negative · 8 of 14 models · 1 hard negative
“Avoid: Solutions requiring extensive custom quoting (like Dashlane Enterprise or 1Password Enterprise)” Kimi K2, budget prompt
NordPass27%
6 of 22 labels negative · 5 of 14 models · 2 hard negative
“**Avoid:** Consumer-first products (basic NordPass, basic LastPass) that lack SCIM, granular RBAC” Kimi K2, scale prompt
1Password6%
4 of 65 labels negative · 4 of 14 models · 2 hard negative
“What to Avoid for Predictable Large-Scale Costs | **1Password Business** | ... switches to opaque custom quote-only pricing” DeepSeek V4 Flash, budget prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
80 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. 1101 links across 205 sites, every framing counted. Ranked by the number of answers carrying the site or page. 1 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 · Bitwarden63 answers · 154 citations · 14 models
34 answers · 43 citations · 11 models
vendor site · 1Password33 answers · 54 citations · 11 models
vendor site · TeamPassword31 answers · 31 citations · 10 models
28 answers · 29 citations · 10 models
27 answers · 28 citations · 11 models
vendor site · Dashlane23 answers · 33 citations · 10 models
vendor site · LastPass21 answers · 31 citations · 9 models
19 answers · 20 citations · 7 models
19 answers · 20 citations · 9 models
vendor site · G217 answers · 25 citations · 8 models
17 answers · 18 citations · 8 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.
32 answers · 11 models
32 answers · 10 models
30 answers · 10 models
28 answers · 10 models
26 answers · 11 models
19 answers · 7 models
18 answers · 8 models
18 answers · 9 models
17 answers · 10 models
17 answers · 8 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 | 44% | 281 | 201,000 | 3,085 | 927,263 | 120 | 4 | |
| Bitwarden bitwarden.com | 34% | 206 | 165,000 | 2,160 | 474,514 | $62 | 52 | 2 |
| Keeper keepersecurity.com Keeper Security 12% | 12% | 140 | 18,100 | 278 | 126,627 company | $1,702 | 118 | 3 |
| Dashlane dashlane.com | 3% | 129 | 60,500 | 856 | 318,168 | 120 | 1 | |
| NordPass nordpass.com | 2% | 88 | 22,200 | 636 | 505,824 | 74 | ||
| Safeguard | 2% | |||||||
| WALLIX Bastion wallix.com | 2% | 2 | 2,275 | |||||
| LastPass lastpass.com | 2% | 113 | 201,000 | 2,713 | 1,804,249 | $1,220 | 53 | 2 |
| ManageEngine parent site ManageEngine Password Manager Pro 0% | 0% | 19 | 8,100 | 675 | ||||
| Zoho Vault zoho.com | 0% | 14 | 4,400 | 32 | 1,216,894 | $51,031 | 119 | 7 |
Google's top ten for the three searches hold 20 sites; 6 of them are among the sites the models cited here (1password.com, bitwarden.com, blog.lastpass.com, dashlane.com, g2.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 4.5NordPass1PasswordChanged1PasswordBitwardenno first choiceagainst: Bitwarden, Dashlane, LastPass, Passwordstate
Four alternatives
1Password, Bitwarden, Keeper Security, Proton PassThree alternatives
Bitwarden, NordPass, SafeguardThree alternatives
Bitwarden, Keeper Security, ManageEngine Password Manager ProOne alternative
1PasswordGPT-5.4 mini1Password, Bitwarden1PasswordChangedBitwardenagainst: LastPassBitwardenno first choicenothing named
One alternative
DashlaneTwo alternatives
Bitwarden, DashlaneTwo alternatives
1Password, DashlaneGemini 3.5 Flash1Password1PasswordHeldagainst: LastPass1PasswordDashlaneagainst: LastPass1Passwordagainst: Built-In Browser Password Managers, KeePass, KeePassXC, LastPass
Two alternatives
Bitwarden, Keeper SecurityTwo alternatives
Bitwarden, Keeper SecurityFour alternatives
Bitwarden, Dashlane, Keeper Security, NordPassThree alternatives
Bitwarden, Enpass, PassworkTwo alternatives
Bitwarden, Keeper SecurityPerplexity Sonar1Password, Keeper SecurityKeeper SecurityChanged1Passwordagainst: ManageEngine Password Manager ProBitwardenno first choiceagainst: Dashlane, KeePass, LastPass, NordPass, Passpack, RoboForm
Two alternatives
Bitwarden, RoboFormThree alternatives
1Password, Bitwarden, SafeguardFour alternatives
Bitwarden, Dashlane, Keeper Security, NordPassTwo alternatives
Keeper Security, RoboFormGrok 4.1 Fast1Passwordagainst: Dashlane, LastPass1PasswordHeldagainst: LastPassBitwardenagainst: LastPassBitwardenagainst: LastPassno first choiceagainst: LastPassagainst: Bitdefender SecurePass, Bitwarden, Dashlane, LastPass, McAfee, NordPass, Norton Password Manager, RoboForm
Two alternatives
Bitwarden, Keeper SecurityFour alternatives
Bitwarden, Dashlane, Keeper Security, NordPassThree alternatives
1Password, Dashlane, Keeper SecurityFour alternatives
1Password, Keeper Security, ManageEngine Password Manager Pro, Zoho VaultMistral SmallBitwarden1Password, BitwardenChangedKeeper SecurityBitwardenagainst: 1Password, Keeper Securityno first choiceagainst: LastPass
Three alternatives
1Password, Dashlane, Keeper SecurityFive alternatives
1Password, Bitwarden, Dashlane, ManageEngine Password Manager Pro, NordPassDeepSeek V4 Flash1PasswordKeeper SecurityChangedagainst: Dashlane1Password, Keeper Securityagainst: LastPassBitwardenagainst: 1Password, LastPass, NordPass1Password, Bitwarden, Keeper Securityagainst: Dashlane, LastPassagainst: Bitwarden, Dashlane Personal, Kaspersky, KeePass, LastPass, ManageEngine Password Manager Pro, NordPass, Vaultwarden
Three alternatives
Bitwarden, Dashlane, Keeper SecurityTwo alternatives
1Password, BitwardenTwo alternatives
Bitwarden, DashlaneTwo alternatives
Dashlane, Keeper SecurityLlama 4 Maverickno first choiceBitwarden, Safeguard, WALLIX BastionChangedno first choiceno first choiceno first choicenothing named
Qwen 3.7 Flash1Password1Password, DashlaneChangedagainst: LastPass1PasswordBitwardenagainst: 1Password, Keeper Security1Passwordagainst: Apple Passwords, Bitwarden Personal, KeePass, LastPass
Two alternatives
Bitwarden, Keeper SecurityOne alternative
BitwardenThree alternatives
Bitwarden for Teams/Enterprise, Dashlane, Keeper SecurityThree alternatives
Bitwarden, Dashlane, Keeper SecurityKimi K21Password, Bitwarden1PasswordChanged1Password, BitwardenBitwardenagainst: 1Password, Dashlane1Password, Bitwarden, Keeper Securityagainst: LastPass, NordPassagainst: LastPass, Norton Password Manager, Passwordstate
One alternative
DashlaneOne alternative
BitwardenThree alternatives
Dashlane, Keeper Security, NordPassOne alternative
Keeper SecurityOne alternative
DashlaneGLM 4.7 FlashX1Password1Password, LastPassChangedBitwarden, Keeper SecurityBitwardenno first choiceagainst: Apple Passwords, Chrome Passwords, Dashlane, LastPass
Five alternatives
Bitwarden, Dashlane, Enpass, Keeper Security, LastPassTwo alternatives
Dashlane, RoboFormSix alternatives
1Password, Dashlane, LastPass, ManageEngine Password Manager Pro, NordPass, Zoho VaultTwo alternatives
Dashlane, Keeper SecurityMiniMax M2.5Keeper Security1PasswordChangedno first choiceBitwarden1Passwordagainst: LastPass
Two alternatives
LastPass, NordPassThree alternatives
Bitwarden, Keeper Security, ManageEngine Password Manager ProTwo alternatives
1Password, LastPassThree alternatives
Bitwarden, CyberArk PAM, Keeper SecurityGPT-6 Luna1Password1PasswordHeldno first choiceBitwardenno first choiceagainst: Dashlane, LastPass, Passwordstate
Three alternatives
Bitwarden, Dashlane, Keeper SecurityTwo alternatives
Bitwarden, Keeper SecurityOne alternative
1PasswordMuse Glimmer 30B1Password, Bitwarden, Keeper Securityagainst: Dashlane1PasswordChangedno first choiceBitwardenno first choiceagainst: LastPass, NordPass
One alternative
NordPassTwo alternatives
Bitwarden, Keeper SecurityFour alternatives
1Password, Bitwarden, Dashlane, Keeper SecurityOne alternative
ManageEngine Password Manager ProBold 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. Full answer text is in the free responses file. Download the record
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 | 2026-10-01 12:42 | yes | 10 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:12 | yes | 3 | 8 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 12:48 | yes | 8 | 19 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 13:14 | yes | 19 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 13:22 | yes | 20 | 11 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 12:04 | yes | 5 | 3 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:29 | yes | 22 | 35 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:38 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:54 | yes | 9 | 31 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 07:27 | yes | 15 | 18 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 13:22 | yes | 23 | 86 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:14 | yes | 10 | 19 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:42 | yes | 4 | 14 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 11:42 | yes | 11 | 21 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:41 | yes | 9 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 13:10 | yes | 4 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 12:56 | yes | 16 | 22 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 09:22 | yes | 22 | 5 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 13:49 | yes | 21 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:48 | yes | 5 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 13:43 | yes | 22 | 34 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:42 | yes | 8 | 5 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 07:54 | yes | 10 | 39 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:46 | yes | 20 | 24 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 12:14 | yes | 19 | 101 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:32 | yes | 10 | 19 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 12:28 | yes | 3 | 15 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:31 | yes | 12 | 21 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:26 | yes | 15 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:21 | yes | 8 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:04 | yes | 19 | 21 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 09:32 | yes | 20 | 7 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 12:55 | yes | 19 | 9 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 07:52 | yes | 13 | 11 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 11:16 | yes | 23 | 57 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:38 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 07:43 | yes | 10 | 32 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 12:21 | yes | 17 | 36 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 13:02 | yes | 20 | 40 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:31 | yes | 5 | 29 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 07:58 | yes | 5 | 41 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 11:43 | yes | 10 | 27 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:23 | yes | 16 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:36 | yes | 3 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:17 | yes | 17 | 40 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 11:07 | yes | 19 | 4 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 08:05 | yes | 24 | 10 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:36 | yes | 5 | 2 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 12:43 | yes | 25 | 22 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 07:26 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:35 | yes | 10 | 73 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:01 | yes | 23 | 28 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 13:03 | yes | 18 | 60 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:00 | yes | 18 | 46 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:20 | yes | 2 | 18 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 12:26 | yes | 21 | 26 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:52 | yes | 16 | 11 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:29 | yes | 5 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 12:52 | yes | 10 | 22 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 11:31 | yes | 26 | 10 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 13:48 | no | 0 | 7 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 11:44 | no | 0 | 5 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 13:16 | yes | 23 | 61 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:25 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 12:07 | no | 0 | 31 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:42 | yes | 12 | 39 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:59 | yes | 12 | 22 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:59 | yes | 5 | 17 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:19 | yes | 4 | 22 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 13:24 | yes | 14 | 22 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 12:00 | yes | 37 | 16 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 13:38 | yes | 1 | 7 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:56 | yes | 27 | 28 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 10:38 | yes | 18 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 11:15 | yes | 23 | 10 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 08:00 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 11:10 | yes | 18 | 49 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 13:24 | yes | 5 | 1 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:43 | no | 0 | 38 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:53 | yes | 23 | 24 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 12:26 | yes | 25 | 80 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 13:32 | yes | 19 | 44 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 11:48 | yes | 4 | 37 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 11:29 | yes | 24 | 31 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
Keeper read as Keeper Security
Keeper (Enterprise) read as Keeper Security
Keeper Business read as Keeper Security
Keeper Business Starter read as Keeper Security
Keeper Enterprise read as Keeper Security
ManageEngine read as ManageEngine Password Manager Pro
Proton read as Proton Pass
Unresolved, counted raw
Bitdefender SecurePass
Bitwarden Corporate
Bitwarden Personal
Bitwarden for Teams/Enterprise
Built-In Browser Password Managers (Chrome, Edge, Safari)
Chrome Passwords
CyberArk PAM
Dashlane Personal
Discontinued, still offered
No shut-down product was recommended here.