Video conferencing for enterprise buyers
Asked as “video conferencing platform”, and as “video meeting software”, on behalf of an enterprise B2B company. 53 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the November 2026 Edition.
Standing · first-choice share
64%
Clear leader
64Microsoft26Zoom Workplace06Cisco Webex04others
64% of first choices, clear leader.
Since October 2026▲+7Since October 2026: 57% → 64%, +7 points. Inside the 11-point floor: within noise.Microsoft held the lead, +7 points on 57%, 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
Zoom Workplace46%Clear leader▼−2Since October 2026: 48% → 46%, −2 points. Inside the 11-point floor: within noise.Standing →Mid-marketZoom Workplace60%Clear leader▲+18Since October 2026: 42% → 60%, +18 points. Past the 11-point floor: movement.Standing →Enterprise
Microsoft64%Clear leader▲+7Since October 2026: 57% → 64%, +7 points. Inside the 11-point floor: within noise.This page
Zoom Workplace46%Clear leader▼−2Since October 2026: 48% → 46%, −2 points. Inside the 11-point floor: within noise.Standing →Mid-marketZoom Workplace60%Clear leader▲+18Since October 2026: 42% → 60%, +18 points. Past the 11-point floor: movement.Standing →EnterpriseMicrosoft64%Clear leader▲+7Since October 2026: 57% → 64%, +7 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
01Microsoft64%4%69endorsed leader▲+7Since October 2026: 57% → 64%, +7 points. Inside the 11-point floor: within noise.57% → 64%
Microsoft64%4%69endorsed leader▲+7Since October 2026: 57% → 64%, +7 points. Inside the 11-point floor: within noise.57% → 64%02Zoom Workplace26%24%72accepted challenger▲+3Since October 2026: 23% → 26%, +3 points. Inside the 11-point floor: within noise.23% → 26%
Zoom Workplace26%24%72accepted challenger▲+3Since October 2026: 23% → 26%, +3 points. Inside the 11-point floor: within noise.23% → 26%03
Cisco Webex6%13%54accepted challenger▼−7Since October 2026: 13% → 6%, −7 points. Inside the 11-point floor: within noise.13% → 6%
Cisco Webex6%13%54accepted challenger▼−7Since October 2026: 13% → 6%, −7 points. Inside the 11-point floor: within noise.13% → 6%04
TrueConf Server4%7%14accepted challenger▲+4Since October 2026: 0% → 4%, +4 points. Inside the 11-point floor: within noise.0% → 4%
TrueConf Server4%7%14accepted challenger▲+4Since October 2026: 0% → 4%, +4 points. Inside the 11-point floor: within noise.0% → 4%Show the three products at 0%, ordered by negative rate
07
WebEx0%19%16accepted challenger▼−8Since October 2026: 8% → 0%, −8 points. Inside the 11-point floor: within noise.8% → 0%
WebEx0%19%16accepted challenger▼−8Since October 2026: 8% → 0%, −8 points. Inside the 11-point floor: within noise.8% → 0%05
Google Meet Lab in the set0%16%43accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Google Meet Lab in the set0%16%43accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%06
RingCentral Video0%6%16accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
RingCentral Video0%6%16accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.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 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.
Google Meet is made by Google, whose model Gemini 3.5 Flash is in the set. On the four share prompts that model made it the first choice zero times of 4; the other thirteen models zero times of 52. Lab treatment is defined on the method page; the row is marked, not excluded.
Head to headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not enterprise.
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% negative80%
Key
01Microsoft64%
Microsoft64%02Zoom Workplace26%
Zoom Workplace26%03Cisco Webex6%
Cisco Webex6%04TrueConf Server4%
TrueConf Server4%05Google Meet0%
Google Meet0%06RingCentral Video0%
RingCentral Video0%07WebEx0%
WebEx0%What they warned about
Five of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Perplexity Sonar, Grok 4.20, Mistral Small, DeepSeek V4 Flash, Qwen 3.7 Flash, GPT-6 Luna 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.
Zoom Workplace24%
17 of 72 labels negative · 10 of 14 models · 2 hard negative
“Some AI models recommend avoiding Zoom and instead using air-gapped or on-premises platforms.” Llama 4 Maverick, negative prompt
Cisco Webex13%
7 of 54 labels negative · 7 of 14 models
“Even if you choose a top-tier enterprise provider (like Microsoft, Zoom, or Cisco), using their consumer-free versions for business is a common compliance trap.” Qwen 3.7 Flash, negative prompt
Google Meet16%
7 of 43 labels negative · 6 of 14 models · 1 hard negative
“over the mainstream Zoom/Teams/Webex/Skype/Google Meet/GoToMeeting stack for highly regulated conversations” Muse Glimmer 30B, negative prompt
Skype for Business
100%
5 of 5 labels negative · 5 of 14 models · 5 hard negative
“Microsoft retired Skype for Business Online in favor of Microsoft Teams... Continuing to run unmaintained Skype infrastructure exposes enterprises to unpatched security flaws” Gemini 3.5 Flash, 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
70 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. 763 links across 231 sites, every framing counted. Ranked by the number of answers carrying the site or page. 6 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.
33 answers · 33 citations · 10 models
vendor site · TrueConf22 answers · 33 citations · 10 models
21 answers · 25 citations · 10 models
21 answers · 21 citations · 11 models
vendor site · WebEx19 answers · 48 citations · 8 models
vendor site · Yealink16 answers · 35 citations · 8 models
vendor site · Zoom14 answers · 17 citations · 7 models
14 answers · 15 citations · 6 models
vendor site · Microsoft13 answers · 27 citations · 9 models
vendor site · RingCentral12 answers · 13 citations · 8 models
11 answers · 11 citations · 7 models
vendor site · Microsoft10 answers · 15 citations · 2 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.
33 answers · 10 models
21 answers · 11 models
13 answers · 6 models
12 answers · 7 models
12 answers · 6 models
12 answers · 6 models
11 answers · 7 models
10 answers · 7 models
8 answers · 6 models
8 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 video conferencing platform”, “video conferencing platform”, “video conferencing platforms”. 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 |
|---|---|---|---|---|---|---|---|---|
| Microsoft microsoft.com | 64% | 294 | 2,240,000 | 403,136 | 145,358,109 | $12,455 | 103 | 6 |
| Zoom Workplace zoom.com | 26% | 194 | 33,100 | 807 | 2,795,648 | $4,064 | 47 | |
| Cisco parent site Cisco Webex 6% | 6% | 95 | 165,000 | 48,352 | ||||
| TrueConf Server trueconf.com | 4% | 14 | 38,978 | 0 | ||||
| Google Meet google.com Google Meet 0%, Google Workspace 0% | 0% | 143 | 1,830,000 | 14,073 | 1,800,358,416 | $465,944 | 5 | |
| RingCentral MVP ringcentral.com RingCentral Video 0%, RingCentral MVP 0%, RingCentral RingEX 0% | 0% | 170 | 320 | 21 | 9,737,061 | $3,711 | 120 | |
| WebEx webex.com | 0% | 39 | 110,000 | 7,537 | 373,023 | 0 | ||
| Pexip pexip.com | 0% | 3 | ||||||
| Wire wire.com | 0% | 4 | ||||||
| Big Blue Button | 0% |
Google's top ten for the three searches hold 17 sites; 3 of them are among the sites the models cited here (getvoip.com, microsoft.com, pcmag.com). The first result for “best video conferencing platform” is slack.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 video conferencing platform for an enterprise B2B company?”Paraphrase“Which video meeting software would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade video conferencing platforms and how do they differ?”Budget-constrained“What is the best video conferencing platform 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 video conferencing platform. What should we look at?”Negative“Which video conferencing platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5no first choiceMicrosoft, Zoom WorkplaceChangedno first choiceTrueConf Serverno first choicenothing named
Two alternatives
Cisco Webex, Google MeetThree alternatives
Cisco Webex, Microsoft, Zoom WorkplaceGPT-5.4 miniMicrosoft, Zoom WorkplaceMicrosoftChangedMicrosoftZoom Workplaceno first choiceagainst: Teams, WebEx
One alternative
WebExTwo alternatives
Google Meet, Zoom WorkplaceFive alternatives
Cisco Webex, Google Meet, RingCentral MVP, RingCentral Video, Zoom WorkplaceTwo alternatives
Google Meet, MicrosoftGemini 3.5 FlashMicrosoft, Zoom WorkplaceMicrosoft, Zoom WorkplaceHeldMicrosoft, Zoom WorkplaceMicrosoftno first choiceagainst: BigBlueButton, BlueJeans, Demio, DingTalk, Discord, FaceTime, Facebook Messenger, Feishu/Lark, Jitsi Meet, SberJazz, Skype for Business, Telegram, Tencent Meeting, TrueConf Server, WhatsApp, Whereby, Yandex Telemost
Two alternatives
Cisco Webex, Google MeetTwo alternatives
Cisco Webex, Google MeetTwo alternatives
Cisco Webex, Google MeetThree alternatives
Cisco Webex, Google Meet, Zoom WorkplacePerplexity SonarZoom WorkplaceMicrosoftChangedZoom WorkplaceMicrosoftagainst: Cisco Webex, Zoom Workplaceno first choiceagainst: Google Meet, Jitsi, WebEx, Zoom Workplace
Four alternatives
Cisco Webex, Google Meet, Microsoft, RingCentral VideoThree alternatives
Cisco Webex, Google Meet, Zoom WorkplaceFour alternatives
Cisco Webex, Google Meet, Microsoft, RingCentral VideoTwo alternatives
Google Meet, TrueConf ServerGrok 4.20Microsoft, Zoom WorkplaceMicrosoftChangedagainst: RingCentral VideoCisco Webex, Microsoft, Zoom WorkplaceCisco Webex, Microsoftagainst: Agora, Google Meet, Zoom WorkplaceMicrosoftagainst: Zoom Workplaceagainst: Discord, Google Meet, Jitsi, Microsoft, Skype, Slack Huddles, Zoom Workplace
One alternative
Cisco WebexThree alternatives
Cisco Webex, Google Meet, Zoom WorkplaceTwo alternatives
Google Meet, RingCentral VideoTwo alternatives
Cisco Webex, Google MeetMistral SmallMicrosoft, Zoom WorkplaceMicrosoftChangedMicrosoftCisco Webexno first choiceagainst: Cisco Webex, Google Meet, Skype for Business, Zoom Workplace
Two alternatives
Cisco Webex, Google MeetTwo alternatives
WebEx, Zoom WorkplaceThree alternatives
Cisco Webex, Google Meet, Zoom WorkplaceTwo alternatives
RingCentral Video, Zoom WorkplaceDeepSeek V4 FlashZoom WorkplaceMicrosoftChangedagainst: Zoom Workplaceno first choiceMicrosoftagainst: Zoom Workplaceno first choiceagainst: Cisco Webex, Discord, FaceTime, FreeConferenceCall.com, GoTo Meeting, Google Meet, JoinMe, Skype / Skype for Business, Telegram, WhatsApp, Zoom Workplace
Two alternatives
Microsoft, WebExOne alternative
Cisco WebexFive alternatives
Cisco Webex, Google Meet, Microsoft, TrueConf Server, Zoom WorkplaceOne alternative
Cisco WebexLlama 4 MaverickMicrosoftMicrosoftHeldMicrosoftMicrosoftno first choiceagainst: Cisco Webex, Skype for Business, Whereby, Zoom Workplace
Four alternatives
Adobe Connect, BlueJeans Meetings, Livestorm, RingCentral MVPTwo alternatives
WebEx, Zoom WorkplaceTwo alternatives
Google Meet, Zoom WorkplaceQwen 3.7 FlashMicrosoft, Zoom WorkplaceMicrosoftChangedno first choiceMicrosoftagainst: Zoom Workplaceno first choiceagainst: Cisco Webex, Dahua Technology, Hikvision, Huawei, Hytera Communications, Microsoft, Skype, Telegram, WhatsApp, ZTE, Zoom Rooms
Two alternatives
Cisco Webex, Google WorkspaceThree alternatives
Cisco Webex, Google Meet, Zoom WorkplaceFour alternatives
Cisco Webex, Google Meet, Microsoft, Zoom WorkplaceOne alternative
Cisco WebexKimi K2MicrosoftMicrosoftHeldMicrosoftZoom Workplaceno first choiceagainst: FaceTime, Facebook Messenger Video, Free Google Meet, Free Microsoft Teams, Free Skype, WhatsApp Video, Zoom Workplace
Two alternatives
Cisco Webex, Zoom WorkplaceTwo alternatives
Cisco Webex, Zoom WorkplaceThree alternatives
Cisco Webex, Google Meet, Zoom WorkplaceTwo alternatives
Cisco Webex, MicrosoftGLM 4.7 FlashXMicrosoftMicrosoftHeldMicrosoft, Zoom WorkplaceMicrosoftagainst: Cisco Webex, Zoom Workplaceno first choiceagainst: Google Meet, Microsoft, Skype for Business, Zoom Workplace
Three alternatives
Cisco Webex, RingCentral Video, Zoom WorkplaceThree alternatives
Cisco Webex, Google Meet, Zoom WorkplaceFour alternatives
Cisco Webex, GoToMeeting, Google Meet, RingCentral RingEXMiniMax M2.5MicrosoftMicrosoftHeldMicrosoft, Zoom WorkplaceTrueConf Serverno first choiceagainst: Houseparty, Zoom Workplace
Two alternatives
WebEx, Zoom WorkplaceTwo alternatives
Cisco Webex, Zoom WorkplaceFour alternatives
Cisco Webex, Google Meet, RingCentral Video, TrueConf ServerTwo alternatives
Microsoft, Zoom WorkplaceGPT-6 LunaMicrosoft, Zoom WorkplaceMicrosoftChangedno first choiceMicrosoftno first choiceagainst: Consumer Skype, Skype for Business
One alternative
WebExOne alternative
Zoom WorkplaceFive alternatives
Cisco Webex, Google Meet, Microsoft, RingCentral Video, Zoom WorkplaceOne alternative
Zoom WorkplaceMuse Glimmer 30BCisco Webex, Zoom WorkplaceMicrosoftChangedagainst: Zoom WorkplaceMicrosoft, Zoom WorkplaceMicrosoft, Zoom Workplaceagainst: Cisco Webexno first choiceagainst: GoToMeeting, Google Meet, Skype, Teams, Tencent Meeting / VooV Meeting, WebEx, Zoom Workplace
Two alternatives
Google Meet, MicrosoftOne alternative
WebExFive alternatives
Cisco Webex, Google Meet, Google Workspace, RingCentral RingEX, TrueConf ServerTwo alternatives
StartMeeting Enterprise, TrueConf ServerBold 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 10:27 | no | 0 | 5 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 16:15 | 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 17:18 | no | 0 | 15 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 14:42 | yes | 10 | 4 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 18:23 | yes | 10 | 12 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:18 | yes | 5 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 15:59 | yes | 19 | 30 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:52 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 17:38 | yes | 5 | 22 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 13:52 | yes | 9 | 30 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:44 | yes | 19 | 41 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:40 | yes | 10 | 23 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:33 | yes | 3 | 11 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:26 | yes | 14 | 22 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 17:09 | no | 0 | 5 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:19 | yes | 3 | 4 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 13:14 | no | 0 | 16 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 08:52 | yes | 10 | 3 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:08 | yes | 5 | 12 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 15:13 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 09:13 | yes | 24 | 24 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:37 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 14:04 | no | 0 | 28 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:42 | yes | 20 | 33 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 17:44 | yes | 10 | 13 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 15:43 | no | 0 | 13 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 17:24 | yes | 2 | 12 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 15:50 | yes | 14 | 20 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:14 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:44 | yes | 6 | 7 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 16:46 | no | 0 | 16 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 18:18 | yes | 10 | 6 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 18:54 | yes | 5 | 15 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 15:18 | yes | 5 | 5 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:25 | yes | 22 | 42 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 19:25 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 08:44 | no | 0 | 29 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 14:41 | yes | 15 | 32 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:01 | yes | 14 | 147 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:03 | yes | 9 | 73 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 14:52 | yes | 7 | 20 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:33 | yes | 14 | 22 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 15:52 | yes | 18 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 19:34 | no | 0 | 3 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 15:47 | yes | 5 | 27 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 12:04 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:12 | yes | 10 | 12 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:35 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:14 | yes | 23 | 34 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 16:09 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 15:53 | yes | 5 | 24 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 19:32 | yes | 10 | 56 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 18:31 | yes | 13 | 73 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:23 | yes | 17 | 46 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 08:47 | yes | 3 | 14 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:10 | yes | 18 | 35 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 15:16 | yes | 18 | 14 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 19:33 | yes | 4 | 10 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 13:02 | no | 0 | 19 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 14:40 | yes | 10 | 10 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:27 | yes | 9 | 18 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:01 | no | 0 | 11 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:11 | yes | 21 | 33 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:18 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 16:25 | no | 0 | 32 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 13:19 | no | 0 | 58 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:55 | yes | 19 | 37 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:13 | no | 0 | 16 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 13:01 | yes | 5 | 22 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:01 | yes | 12 | 23 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 15:21 | yes | 17 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:33 | yes | 4 | 6 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 18:26 | yes | 3 | 22 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 19:42 | yes | 10 | 5 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:46 | yes | 10 | 15 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:55 | yes | 13 | 35 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 19:06 | yes | 25 | 81 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 14:06 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 19:06 | yes | 10 | 67 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:45 | yes | 25 | 34 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:25 | yes | 24 | 117 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:49 | yes | 15 | 87 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:36 | yes | 4 | 15 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 17:20 | yes | 22 | 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
Cisco read as Cisco Webex
Cisco Webex Meetings read as Cisco Webex
RingCentral read as RingCentral Video
TrueConf read as TrueConf Server
Zoom read as Zoom Workplace
Zoom (Zoom Workplace) read as Zoom Workplace
Unresolved, counted raw
Big Blue Button
BlueJeans Meetings
Consumer Skype
Dahua Technology
DingTalk (Alibaba)
Facebook Messenger Video
Feishu/Lark (ByteDance)
Free Google Meet
Free Microsoft Teams
Free Skype
FreeConferenceCall.com
GoTo
Hytera Communications
Jitsi Meet self-hosted
JoinMe
SberJazz
StartMeeting Enterprise
Tencent Meeting (VooV Meeting)
Tencent Meeting / VooV Meeting
Yandex Telemost
Discontinued, still offered
No shut-down product was recommended here.