Video conferencing
Asked as “video conferencing platform”, and as “video meeting software”, on behalf of a mid-market B2B company. 59 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the October 2026 Edition on October 4, 2026; its answers are read by the distilled judge (ai-indexes-judge-qwen3-14b-run3), not the claude-opus-5 judge of the earlier categories: how the two compare.
Standing · first-choice share
42%
Clear leader
42Zoom Workplace24Microsoft22Google Meet12others
42% 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.
The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for a mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince September 2026
03
Google Meet Lab in the set22%16%68accepted challengernewNew since September 2026: not ranked then, 22% now.
Google Meet Lab in the set22%16%68accepted challengernewNew since September 2026: not ranked then, 22% now.Show the five products at 0%, ordered by negative rate
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.
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 two times of 4; the other thirteen models eleven times of 52. Lab treatment is defined on the method page; the row is marked, not excluded.
For buyers
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 →
01
0203
04
05J06
07
08G09
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01Zoom Workplace42%
Zoom Workplace42%02Microsoft24%
Microsoft24%03Google Meet22%
Google Meet22%04Zoho Meeting5%
Zoho Meeting5%05Cisco Webex0%
Cisco Webex0%06Jitsi Meet0%
07RingCentral0%
RingCentral0%08WebEx0%
WebEx0%09GoToMeeting0%
What they warned about
Nine of fourteen models held their first choice under the paraphrase. GPT-5.4 mini, Grok 4.1 Fast, Llama 4 Maverick, Qwen 3.7 Flash 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 Workplace23%
18 of 77 labels negative · 13 of 14 models · 1 hard negative
“Zoom has had multiple serious issues: False encryption claims” Kimi K2, negative prompt
Microsoft15%
10 of 68 labels negative · 10 of 14 models · 1 hard negative
“No end-to-end encryption for standard meetings” Kimi K2, negative prompt
Cisco Webex24%
9 of 37 labels negative · 9 of 14 models · 1 hard negative
“Sub-optimal data deletion policies” Kimi K2, negative prompt
Google Meet16%
11 of 68 labels negative · 9 of 14 models · 1 hard negative
“No true end-to-end encryption for most meetings” Kimi K2, negative 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
72 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. 811 links across 214 sites, every framing counted. Ranked by the number of answers carrying the site or page. None of the 252 answers across every segment cited this index's own page for the category.
34 answers · 38 citations · 10 models
33 answers · 33 citations · 10 models
vendor site · Zoom24 answers · 28 citations · 9 models
24 answers · 25 citations · 9 models
vendor site · TrueConf20 answers · 29 citations · 10 models
vendor site · RingCentral20 answers · 23 citations · 9 models
20 answers · 22 citations · 8 models
20 answers · 20 citations · 8 models
17 answers · 18 citations · 8 models
17 answers · 17 citations · 8 models
vendor site · Slack14 answers · 21 citations · 8 models
14 answers · 20 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.
33 answers · 10 models
22 answers · 8 models
20 answers · 7 models
19 answers · 8 models
18 answers · 8 models
18 answers · 7 models
17 answers · 8 models
17 answers · 8 models
17 answers · 8 models
17 answers · 6 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 |
|---|---|---|---|---|---|---|---|---|
| Zoom Workplace zoom.com | 42% | 200 | 33,100 | 807 | 2,795,648 | $4,064 | 47 | |
| Microsoft microsoft.com | 24% | 289 | 2,240,000 | 403,136 | 145,358,109 | $12,455 | 103 | 6 |
| Google Meet google.com Google Meet 22%, Google Workspace 2% | 24% | 160 | 1,830,000 | 14,073 | 1,800,358,416 | $465,944 | 5 | |
| Zoho Meeting zoho.com | 5% | 39 | 3,600 | 101 | 1,216,894 | $51,031 | 119 | |
| RingCentral ringcentral.com RingCentral Video 2%, RingCentral 0% | 2% | 165 | 110,000 | 3,419 | 9,737,061 | $3,711 | 120 | |
| Teams | 2% | |||||||
| Zoom Video Conferencing | 2% | |||||||
| Cisco parent site Cisco Webex 0% | 0% | 116 | 165,000 | 48,352 | ||||
| Jitsi Meet | 0% | 14,800 | 176 | |||||
| Signal | 0% | 201,000 | 115,772 |
Google's top ten for the three searches hold 17 sites; 3 of them are among the sites the models cited here (getvoip.com, pcmag.com, slack.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 a mid-market B2B company?”Paraphrase“Which video meeting software would you recommend to a mid-sized B2B company?”Comparative“What are the top video conferencing platforms and how do they differ?”Budget-constrained“What is the best video conferencing platform for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a video conferencing platform. What should we look at?”Negative“Which video conferencing platforms should I avoid or be cautious about?”
Claude Haiku 4.5Microsoft, Zoom WorkplaceMicrosoft, Zoom WorkplaceHeldno first choiceGoogle Meetno first choiceagainst: Cisco Webex, Zoom Workplace
Two alternatives
Cisco Webex, Google MeetThree alternatives
Cisco Webex, GoToMeeting, Google MeetThree alternatives
Jitsi Meet, Microsoft, Zoom WorkplaceGPT-5.4 miniMicrosoftagainst: Google MeetMicrosoft, Zoom WorkplaceChangedZoom WorkplaceGoogle Meet, Zoom Workplaceagainst: Jitsi Meetno first choicenothing named
Two alternatives
WebEx, Zoom WorkplaceOne alternative
WebExThree alternatives
Cisco Webex, Google Meet, MicrosoftOne alternative
MicrosoftGemini 3.5 FlashZoom WorkplaceZoom WorkplaceHeldGoogle Meet, Microsoft, Zoom WorkplaceGoogle Meet, Google Workspaceagainst: Zoom WorkplaceGoogle Meet, Teamsagainst: Cisco Webex, Discord, FaceTime, Google Meet, Microsoft, Tencent Meeting / VooV Meeting, WeChat, WhatsApp, Zoom Workplace
Three alternatives
Google Meet, Microsoft, RingCentral VideoThree alternatives
Cisco Webex, Google Meet, MicrosoftFour alternatives
Cisco Webex, Dialpad Meetings, GoTo Meeting, RingCentralFour alternatives
Jitsi Meet, Microsoft, Microsoft 365, Zoho MeetingTwo alternatives
WebEx, Zoom WorkplacePerplexity SonarZoom Workplaceagainst: Google MeetZoom WorkplaceHeldZoom WorkplaceGoogle Meetno first choiceagainst: Cisco Webex, Google Meet, Microsoft, Skype, Zoom Workplace
Two alternatives
Microsoft, WebExTwo alternatives
Cisco Webex, MicrosoftFour alternatives
Cisco Webex, Google Meet, Microsoft, RingCentral VideoTwo alternatives
Jitsi Meet, Zoho MeetingGrok 4.1 FastZoom WorkplaceMicrosoftChangedagainst: Google MeetZoom WorkplaceGoogle Meetagainst: WebExMicrosoft, Zoom Workplaceagainst: Discord, Doxy.me, GoToMeeting, Google Meet, Houseparty, Microsoft, Skype, Zoom Workplace
Three alternatives
Cisco Webex, Google Meet, MicrosoftOne alternative
Zoom WorkplaceThree alternatives
Cisco Webex, Google Meet, MicrosoftTwo alternatives
Microsoft, Zoom WorkplaceThree alternatives
Cisco Webex, Google Meet, RingCentralMistral SmallZoom WorkplaceZoom WorkplaceHeldZoom WorkplaceZoho Meetingno first choiceagainst: Cisco Webex, GoToMeeting, Google Meet, Microsoft, Skype, Zoom Workplace
Two alternatives
Google Meet, RingCentralThree alternatives
Google Meet, Microsoft, Zoho MeetingThree alternatives
Cisco Webex, Google Meet, MicrosoftTwo alternatives
RingCentral Video, Zoom WorkplaceDeepSeek V4 FlashZoom WorkplaceZoom WorkplaceHeldZoom WorkplaceGoogle Meetagainst: Zoom Workplaceno first choiceagainst: Cisco Webex, Discord, Doxy.me, Facebook Messenger, Google Meet, Houseparty, Microsoft, Skype, Zoom Workplace
Four alternatives
Cisco Webex, Dialpad Meetings, Google Meet, MicrosoftTwo alternatives
Cisco Webex, MicrosoftSix alternatives
Cisco Webex, GoToMeeting, Google Meet, Microsoft, RingCentral, Slack HuddlesFour alternatives
Jitsi Meet, Microsoft, RingCentral Video, Zoho MeetingLlama 4 Maverickno first choiceGoogle MeetChangedno first choiceRingCentral Video, Zoho Meetingno first choiceagainst: Amazon, Zoom Workplace
Three alternatives
GoToMeeting, RingCentral, Zoom WorkplaceQwen 3.7 FlashZoom WorkplaceZoom Video ConferencingChangedZoom Workplaceagainst: Discord, Slack HuddlesGoogle Meetagainst: Zoom WorkplaceGoogle Meet, Microsoft, Zoom Workplaceagainst: Skypeagainst: Cisco Webex, GoToMeeting, Google Meet, Microsoft, Skype for Business, Zoom Workplace
Two alternatives
Google Meet, MicrosoftThree alternatives
Cisco Webex, Google Meet, MicrosoftThree alternatives
Cisco Webex, Google Meet, MicrosoftTwo alternatives
Jitsi Meet, MicrosoftTwo alternatives
GoToMeeting, RingCentralKimi K2MicrosoftMicrosoftHeldZoom WorkplaceGoogle Meetno first choiceagainst: Cisco Webex, GoToMeeting, Google Meet, Microsoft, Skype for Business, Zoom Workplace
Two alternatives
Google Meet, Zoom WorkplaceTwo alternatives
Google Meet, Zoom WorkplaceThree alternatives
Cisco Webex, Google Meet, MicrosoftThree alternatives
Jitsi Meet, Microsoft, Zoom WorkplaceGLM 4.7 FlashXZoom WorkplaceZoom WorkplaceHeldZoom WorkplaceGoogle Meet, Microsoft, Zoom Workplaceno first choiceagainst: Cisco Webex, Discord, Doxy.me, GoToMeeting, Google G Suite / Google Meet, Houseparty, Microsoft, Skype / Skype for Business, Zoom Workplace
Three alternatives
Cisco Webex, Google Meet, MicrosoftTwo alternatives
Google Meet, MicrosoftFive alternatives
Cisco Webex, Google Meet, Jitsi Meet, Lark, MicrosoftTwo alternatives
RingCentral Video, Zoho MeetingMiniMax M2.5Microsoft, Zoom WorkplaceMicrosoft, Zoom WorkplaceHeldZoom WorkplaceGoogle Meetagainst: Zoom Workplaceno first choiceagainst: Zoom Workplace
One alternative
Google MeetOne alternative
Google MeetTwo alternatives
Google Meet, MicrosoftTwo alternatives
Jitsi Meet, MicrosoftGPT-6 LunaZoom WorkplaceZoom WorkplaceHeldno first choiceagainst: Slack HuddlesMicrosoftagainst: Zoom Workplaceno first choiceagainst: Google Meet, Microsoft, Zoom Workplace
Two alternatives
Google Meet, TeamsTwo alternatives
Google Meet, MicrosoftFour alternatives
Cisco Webex, Google Meet, Microsoft, Zoom WorkplaceOne alternative
Google MeetMuse Glimmer 30BZoom WorkplaceMicrosoft, Zoom WorkplaceChangedZoom WorkplaceZoho Meetingno first choiceagainst: Cisco Webex, Discord, Doxy.me, Facebook Messenger, Google Duo/HangoutsMeet, Houseparty, Microsoft, WeChat, Zoom Workplace
Three alternatives
Cisco Webex, Microsoft, RingCentralTwo alternatives
Google Meet, WebExThree alternatives
Cisco Webex, Google Meet, MicrosoftThree alternatives
Google Meet, Jitsi Meet, RingCentralFour alternatives
Google Meet, Microsoft, WebEx, Zoom WorkplaceBold 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 | 2026-10-04 22:31 | no | 0 | 5 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:50 | yes | 3 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 01:49 | yes | 10 | 25 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-05 01:33 | yes | 20 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:15 | yes | 24 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:43 | yes | 5 | 3 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:55 | yes | 18 | 32 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:10 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:40 | no | 0 | 22 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:37 | yes | 14 | 22 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:02 | yes | 10 | 30 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:54 | yes | 5 | 14 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:54 | yes | 3 | 15 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:26 | yes | 13 | 22 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:25 | no | 0 | 5 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:31 | yes | 4 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:54 | yes | 8 | 18 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-05 00:44 | yes | 18 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:03 | yes | 15 | 6 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:08 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:58 | yes | 21 | 53 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:54 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:24 | yes | 5 | 32 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:58 | yes | 15 | 17 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:39 | yes | 9 | 13 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:15 | yes | 5 | 15 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:55 | yes | 3 | 12 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 01:40 | yes | 13 | 18 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 01:07 | no | 0 | 4 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:26 | yes | 5 | 6 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 01:17 | yes | 10 | 19 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-04 23:56 | yes | 18 | 4 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:35 | yes | 14 | 7 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:32 | yes | 14 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:58 | yes | 23 | 35 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:01 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:53 | yes | 5 | 18 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 01:08 | yes | 10 | 23 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 01:24 | yes | 14 | 29 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:37 | yes | 10 | 15 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:45 | yes | 5 | 13 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:01 | yes | 14 | 27 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:17 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:00 | no | 0 | 3 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:27 | yes | 10 | 25 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-05 01:29 | yes | 20 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:33 | yes | 22 | 8 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:21 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:46 | yes | 20 | 108 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:15 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:25 | no | 0 | 24 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:32 | yes | 10 | 19 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 01:25 | yes | 8 | 55 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:26 | yes | 24 | 37 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:40 | yes | 3 | 9 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 01:52 | yes | 13 | 16 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:14 | no | 0 | 7 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:05 | no | 0 | 4 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:44 | no | 0 | 12 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-05 00:34 | yes | 18 | 3 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:50 | no | 0 | 7 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:15 | no | 0 | 8 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:26 | yes | 19 | 65 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:51 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:06 | yes | 5 | 27 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 01:54 | yes | 15 | 25 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:58 | yes | 10 | 58 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:22 | yes | 5 | 12 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:44 | yes | 2 | 17 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:51 | yes | 14 | 23 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:55 | yes | 9 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:02 | yes | 3 | 7 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:32 | yes | 18 | 24 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-05 00:41 | yes | 19 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:47 | yes | 20 | 8 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:07 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:23 | yes | 21 | 29 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:05 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:46 | yes | 9 | 26 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 01:47 | yes | 15 | 21 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:34 | yes | 18 | 39 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:03 | no | 0 | 16 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:06 | yes | 3 | 18 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:21 | yes | 21 | 41 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
ShowHide
Category-scoped readings
Cisco Webex Meetings read as Cisco Webex
Slack read as Slack Huddles
Slack (Huddles) read as Slack Huddles
Zoom read as Zoom Workplace
Unresolved, counted raw
BigBlueButton
Element (Matrix Protocol)
Google Duo/HangoutsMeet
Google G Suite / Google Meet
Jami
Keybase
Pexip
Tencent Meeting / VooV Meeting
Threema
Webex Meetings
Zoom Video Conferencing
Discontinued, still offered
No shut-down product was recommended here.
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