IT AI Index
Index Identity and access MFA › Small business September 2026 Edition

Multi-factor authentication for small business buyers

Asked as “MFA solution”, and as “multi-factor authentication tool”, on behalf of a small B2B company. 60 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing
Clear leader
45% of first choices, clear leader.

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.

01The standing

Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
01Cisco Duo45%5%61endorsed leader
02Microsoft Entra ID28%2%44accepted challenger
03Microsoft Authenticator7%22%18accepted challenger
04Google Authenticator5%16%25accepted challenger
05Google Workspace 2-Step Verification3%8%13accepted challenger
06Okta2%28%32criticized challenger
07Authy2%19%16accepted challenger
Show the four products at 0%, ordered by negative rate
11Auth00%23%13accepted challenger
08YubiKey0%9%22accepted challenger
10JumpCloud0%0%10accepted challenger
09JumpCloud Protect0%0%10accepted challenger
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its vendor page.

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 →
01
02
03
04
05
06
07
08
09
10
11
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01Cisco Duo45%
02Microsoft Entra ID28%
03Microsoft Authenticator7%
04Google Authenticator5%
05Google Workspace 2-Step Verification3%
06Okta2%
07Authy2%
08YubiKey0%
09JumpCloud Protect0%
10JumpCloud0%
11Auth00%

02What they warned about

Three of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX and MiniMax M2.5 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.
Okta
28%
9 of 32 labels negative · 7 of 12 models
“No free tier for small businesses; Minimum commitment is 1,500 users for the lowest tier; Overkill for most small companies” GLM 4.7 FlashX, budget prompt
Cisco Duo
5%
3 of 61 labels negative · 3 of 12 models
“Third-party Identity Providers (like Okta, Duo, or Azure AD P1/P2) can carry "punishing licensing fees"” Kimi K2, negative prompt
Google Authenticator
16%
4 of 25 labels negative · 3 of 12 models
“Be Cautious With: Standard Authenticator Apps (TOTP) for Admins Using apps like Google Authenticator or Microsoft Authenticator (in standard mode)” Qwen 3.7 Flash, negative prompt
Microsoft Authenticator
22%
4 of 18 labels negative · 3 of 12 models
“Push Notifications (e.g., simple "Approve/Deny" prompts from apps like Microsoft Authenticator) (Use cautiously; prefer enhanced versions)” Grok 4.1 Fast, negative prompt

03What they cite

Citations exist only for the models that return a source list: twelve of the twelve in this edition, and all six flagship models on the expanded tier.

Sites the answers cite

61 of 72 answers in this category came back with a source list, from 12 of 12 models: citations where the model returns them, or the search results it consulted. 5 of those lists are Google grounding redirects that name no site and are left out of the counts. 633 links across 172 sites, every framing counted. Ranked by the number of answers carrying the site or page.

32 answers · 32 citations · 9 models
31 answers · 34 citations · 9 models
vendor site · Rippling28 answers · 28 citations · 9 models
27 answers · 30 citations · 10 models
vendor site · Okta22 answers · 33 citations · 10 models
vendor site · miniOrange20 answers · 24 citations · 8 models
18 answers · 22 citations · 9 models
17 answers · 17 citations · 7 models
vendor site · Expert Insights17 answers · 17 citations · 6 models
16 answers · 20 citations · 10 models
vendor site · Plivo15 answers · 15 citations · 8 models
9 answers · 12 citations · 7 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.

04How 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.
ModelDirect“What is the best MFA solution for a small B2B company?”Paraphrase“Which multi-factor authentication tool would you recommend to a small business that sells to other businesses?”Comparative“What are the top MFA solutions for a small team and how do they differ?”Budget-constrained“What is the best MFA solution for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a MFA solution. What should we look at?”Negative“Which MFA solutions should a small business avoid or be cautious about?”
Claude Haiku 4.5Cisco Duo
Two alternativesGoogle Workspace 2-Step Verification, Microsoft Entra ID
Authy, Microsoft AuthenticatorChanged
Three alternativesCisco Duo, Google Authenticator, Okta
Cisco Duo
Two alternativesJumpCloud, Microsoft Entra ID
Google Authenticator, Microsoft Authenticator
Four alternativesAuthy, Microsoft 365, Microsoft Entra ID, Windows Hello
no first choicenothing named
GPT-5.4 miniCisco Duo, Microsoft Entra ID
Two alternativesFIDO2 security keys, Windows Hello
Microsoft Entra IDChanged
One alternativeCisco Duo
against: Okta
Cisco Duo
One alternativeMicrosoft Entra ID
against: Google Workspace 2-Step Verification
Microsoft Entra security defaults + Microsoft Authenticator
One alternativeCisco Duo
Google Workspace 2-Step Verification, Microsoft Entra ID, Oktanothing named
Gemini 3.5 FlashCisco Duo
Five alternativesClerk, Google Workspace 2-Step Verification, Microsoft Entra ID, WorkOS, miniOrange
against: Auth0
Cisco Duo, WorkOSChanged
Four alternativesAuth0, Datawiza, Google Workspace 2-Step Verification, Microsoft Entra ID
Cisco Duo
Six alternatives1Password, Bitwarden, Google Authenticator, Google Workspace 2-Step Verification, Microsoft Entra ID, YubiKey
Cisco Duo, Microsoft Entra ID
Two alternativesBitwarden, Google Authenticator
against: Authelia, Authentik, Keycloak
Google Workspace 2-Step Verification, Microsoft Entra ID
Two alternativesCisco Duo, JumpCloud
against: Okta
against: Active Directory Federation Services, Ping Identity, RSA SecurID
Perplexity SonarCisco Duo
Two alternativesJumpCloud Protect, Microsoft Entra ID
against: privacyIDEA
Cisco DuoHeld
Seven alternativesAuth0, Clerk, Descope, JumpCloud Protect, Microsoft Authenticator, OneLogin, Stytch
Cisco Duo
Four alternatives1Password, Google Authenticator, JumpCloud Protect, Microsoft Entra ID
Cisco Duo
Three alternativesGoogle Authenticator, JumpCloud Protect, Microsoft Entra ID
no first choicenothing named
Grok 4.1 FastCisco Duo
Two alternativesMicrosoft Entra ID, Okta
Cisco DuoHeld
Three alternativesJumpCloud, Microsoft Entra ID, Okta
Cisco Duo
Three alternativesJumpCloud Protect, Microsoft Entra ID, Okta
against: LastPass
Cisco Duo
Six alternativesAuthelia, Authy, Google Authenticator, Keycloak, Microsoft Authenticator, privacyIDEA
no first choice
Five alternativesCisco Duo, Google Authenticator/Workspace, Microsoft Entra ID, Okta, YubiKey
against: Rippling
against: Microsoft Authenticator
Mistral SmallCisco Duo
Two alternativesJumpCloud Protect, LastPass MFA
Cisco DuoHeld
Three alternatives1Password, JumpCloud, LastPass
Cisco Duo, Microsoft Entra ID
Two alternativesLastPass MFA, Okta
Google Authenticator, Microsoft Authenticator
One alternativeCisco Duo
no first choicenothing named
DeepSeek V4 FlashCisco Duo, Microsoft Entra ID
One alternativeOkta
Microsoft Entra IDChanged
Two alternativesCisco Duo, Okta
Cisco Duo
Two alternativesMicrosoft Entra ID (Azure AD) / Microsoft Authenticator, YubiKey
against: Authy, Google Authenticator, Okta
Cisco Duo, Microsoft Entra ID
Two alternativesAuthy, Google Authenticator
against: YubiKey
Cisco Duo, Microsoft Entra ID
Four alternativesOkta, OneLogin, Rippling, YubiKey
nothing named
Llama 4 MaverickCisco Duo, Microsoft Entra IDLastPassChanged
Two alternativesCisco Duo, Microsoft Entra ID
Cisco Duo
Three alternativesJumpCloud Protect, LastPass Authenticator, Microsoft Entra ID
against: Okta, Ping Identity
Thinfinity Workspace
Three alternativesAuthy, Cisco Duo, Google Authenticator
Cisco Duo
Two alternativesMicrosoft Entra ID, Okta
nothing named
Qwen 3.7 FlashCisco Duo, Microsoft Entra ID
Two alternativesAuth0, Google Cloud Identity
Cisco DuoChanged
Four alternativesAuthy, Google Prompt, Microsoft Authenticator, YubiKey
Cisco Duo, Microsoft Entra ID
One alternativeGoogle Identity-Aware Proxy / Google Workspace Advanced Protection
against: Authy, Okta
Cisco Duo
Two alternativesGoogle Workspace 2-Step Verification, Microsoft Entra ID
against: Authy, Google Authenticator, Microsoft Authenticator
Microsoft
Five alternativesAuth0, Clerk, Google Cloud, SentinelOne, Zscaler
against: Cisco Duo
against: Google Authenticator, Microsoft Authenticator
Kimi K2Microsoft Entra ID
Three alternativesCisco Duo, JumpCloud Protect, Okta
Cisco Duo, Microsoft Entra IDChanged
One alternativeOkta
Cisco Duo
Two alternativesJumpCloud, Microsoft Entra ID
against: Auth0, Okta, OneLogin
Microsoft Entra ID
Two alternativesCisco Duo, Google Authenticator
against: YubiKey
no first choice
One alternativeYubiKey
against: Auth0, Cisco Duo, Microsoft Entra ID, Okta
GLM 4.7 FlashXCisco Duo, Microsoft Entra ID
Three alternativesLastPass, Okta, Rippling
Cisco DuoChanged
Three alternativesLastPass MFA, Microsoft Entra ID, Okta
Cisco Duo, Microsoft Entra ID
Four alternativesAuth0, Google Authenticator, JumpCloud Protect, Okta
Cisco Duo
Two alternativesAuth0, Microsoft Entra ID
against: Google Authenticator, Microsoft Authenticator, Okta
no first choiceagainst: Cisco Duo, Okta, Twilio Verify
MiniMax M2.5Cisco Duo, Microsoft Entra ID
One alternativeOkta
Microsoft Entra IDChanged
Two alternativesCisco Duo, LastPass
Cisco Duo, Google Authenticator
Three alternativesJumpCloud, LastPass MFA, OneLogin
Google Authenticator, Microsoft Authenticator
Two alternativesCisco Duo, Okta
no first choicenothing named
Bold is the first choiceAlternatives are counted; the count opens them.What the answer argued against

05The 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
Seventy-two rows: every prompt, every model, every answer.
PromptModelVersion stringTime (UTC)SearchedSourcesLatency
Direct recommendationClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 14:13yes97 s
Direct recommendationGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 14:05yes37 s
Direct recommendationGemini 3.5 Flashgemini-3.5-flash2026-09-17 11:42yes1120 s
Direct recommendationPerplexity Sonarsonar2026-09-17 12:43yes205 s
Direct recommendationGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 11:04yes1110 s
Direct recommendationMistral Smallmistral/mistral-small via mistral2026-09-17 13:19yes54 s
Direct recommendationDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 09:32yes1216 s
Direct recommendationLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 11:12yes53 s
Direct recommendationQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 09:40no038 s
Direct recommendationKimi K2moonshotai/kimi-k2 via novita2026-09-17 13:44yes921 s
Direct recommendationGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 12:48yes1255 s
Direct recommendationMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 12:24yes2051 s
ParaphraseClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 13:01no05 s
ParaphraseGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 09:24yes45 s
ParaphraseGemini 3.5 Flashgemini-3.5-flash2026-09-17 09:36yes721 s
ParaphrasePerplexity Sonarsonar2026-09-17 13:25yes166 s
ParaphraseGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 10:34yes138 s
ParaphraseMistral Smallmistral/mistral-small via mistral2026-09-17 11:43yes54 s
ParaphraseDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 12:17yes816 s
ParaphraseLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 10:39yes53 s
ParaphraseQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 12:05no039 s
ParaphraseKimi K2moonshotai/kimi-k2 via novita2026-09-17 12:07yes1325 s
ParaphraseGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 14:04yes10135 s
ParaphraseMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 10:45yes530 s
ComparativeClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 11:51yes1813 s
ComparativeGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 14:14yes37 s
ComparativeGemini 3.5 Flashgemini-3.5-flash2026-09-17 12:54yes1126 s
ComparativePerplexity Sonarsonar2026-09-17 09:50yes208 s
ComparativeGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 11:00yes4018 s
ComparativeMistral Smallmistral/mistral-small via mistral2026-09-17 13:24yes57 s
ComparativeDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 11:05yes1823 s
ComparativeLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 12:54yes53 s
ComparativeQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 12:35yes523 s
ComparativeKimi K2moonshotai/kimi-k2 via novita2026-09-17 11:01yes1543 s
ComparativeGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 11:22yes7113 s
ComparativeMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 12:15yes524 s
Budget constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 12:32no05 s
Budget constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 13:25yes34 s
Budget constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 12:00yes1326 s
Budget constrainedPerplexity Sonarsonar2026-09-17 13:47yes204 s
Budget constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 11:20yes1810 s
Budget constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 13:21yes56 s
Budget constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 10:04yes912 s
Budget constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 12:19yes53 s
Budget constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 10:35yes527 s
Budget constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 12:20yes1445 s
Budget constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 13:41yes19263 s
Budget constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 11:32no011 s
Scale constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 12:13no010 s
Scale constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 10:05no07 s
Scale constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 12:44no015 s
Scale constrainedPerplexity Sonarsonar2026-09-17 11:32yes208 s
Scale constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 12:36yes1510 s
Scale constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 13:54no06 s
Scale constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 10:25yes1020 s
Scale constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 12:56yes55 s
Scale constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 14:03no040 s
Scale constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 10:19yes928 s
Scale constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 11:25no011 s
Scale constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 13:52yes516 s
Negative framingClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 12:48yes179 s
Negative framingGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 13:44yes45 s
Negative framingGemini 3.5 Flashgemini-3.5-flash2026-09-17 12:23yes1123 s
Negative framingPerplexity Sonarsonar2026-09-17 11:25yes196 s
Negative framingGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 10:48yes1713 s
Negative framingMistral Smallmistral/mistral-small via mistral2026-09-17 13:15yes56 s
Negative framingDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 10:34yes1720 s
Negative framingLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 09:35yes54 s
Negative framingQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 13:47yes1452 s
Negative framingKimi K2moonshotai/kimi-k2 via novita2026-09-17 12:14yes1544 s
Negative framingGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 12:01yes2730 s
Negative framingMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 11:55yes529 s

Normalization in this category

Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.

Category-scoped readings
Google Workspace read as Google Workspace 2-Step Verification
Okta Workforce Identity read as Okta
Unresolved, counted raw
Active Directory Federation Services
FIDO2
FIDO2 security keys
Google Identity-Aware Proxy / Google Workspace Advanced Protection
Google Prompt
LastPass Authenticator
Microsoft Entra security defaults + Microsoft Authenticator
OpenOTP/RCDevs
Discontinued, still offered
No shut-down product was recommended here.
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