Webinar and virtual event platforms for enterprise buyers
Asked as “webinar and virtual event platform”, and as “platform for hosting webinars and virtual events”, on behalf of an enterprise B2B company. 49 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
35%
Contested · Webex Webinars 16%
35ON2416Webex Webinars14Zoom Webinars35others
35% of first choices, contested.
Since September 2026▼−1Since September 2026: 33% → 33%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.ON24 held the lead, −1 point on 33%, 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
Livestorm32%Contested↗new leaderNew leader since September 2026: Livestorm (30%) replaces Demio (39% then, 28% now), 2 points clear, inside the 11-point floor.Standing →Mid-marketLivestorm25%Contested▲+1Since September 2026: 23% → 24%, +1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →Enterprise
ON2435%Contested▼−1Since September 2026: 33% → 33%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.This page
Livestorm32%Contested↗new leaderNew leader since September 2026: Livestorm (30%) replaces Demio (39% then, 28% now), 2 points clear, inside the 11-point floor.Standing →Mid-marketLivestorm25%Contested▲+1Since September 2026: 23% → 24%, +1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →EnterpriseON2435%Contested▼−1Since September 2026: 33% → 33%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.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
01ON2435%10%60endorsed leader▼−1Since September 2026: 33% → 33%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.33% → 33%
ON2435%10%60endorsed leader▼−1Since September 2026: 33% → 33%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.33% → 33%02
Webex Webinars16%16%51accepted challenger▲+9Since September 2026: 10% → 19%, +9 points. Inside the 11-point floor: within noise. Read over the models both editions asked.10% → 19%
Webex Webinars16%16%51accepted challenger▲+9Since September 2026: 10% → 19%, +9 points. Inside the 11-point floor: within noise. Read over the models both editions asked.10% → 19%03
Zoom Webinars14%26%74criticized challenger▲+2Since September 2026: 10% → 12%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.10% → 12%
Zoom Webinars14%26%74criticized challenger▲+2Since September 2026: 10% → 12%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.10% → 12%04
Bizzabo12%6%34accepted challenger▲+2Since September 2026: 10% → 12%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.10% → 12%
Bizzabo12%6%34accepted challenger▲+2Since September 2026: 10% → 12%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.10% → 12%05
Cisco Webex Webinars6%0%10accepted challenger▲+3Since September 2026: 4% → 7%, +3 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 7%
Cisco Webex Webinars6%0%10accepted challenger▲+3Since September 2026: 4% → 7%, +3 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 7%06
Goldcast4%3%29accepted challenger▲+1Since September 2026: 4% → 5%, +1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 5%
Goldcast4%3%29accepted challenger▲+1Since September 2026: 4% → 5%, +1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 5%07
Microsoft Teams4%29%17criticized challenger▼−3Since September 2026: 8% → 5%, −3 points. Inside the 11-point floor: within noise. Read over the models both editions asked.8% → 5%
Microsoft Teams4%29%17criticized challenger▼−3Since September 2026: 8% → 5%, −3 points. Inside the 11-point floor: within noise. Read over the models both editions asked.8% → 5%08
GoTo Webinar2%58%24criticized challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 2%
GoTo Webinar2%58%24criticized 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 five products at 0%, ordered by negative rate
13
WebinarJam0%90%10criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
WebinarJam0%90%10criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%12Livestorm0%43%21criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Livestorm0%43%21criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%11
RingCentral Events0%27%11criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
RingCentral Events0%27%11criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%09
Cvent0%12%32accepted challenger▼−8Since September 2026: 8% → 0%, −8 points. Inside the 11-point floor: within noise. Read over the models both editions asked.8% → 0%
Cvent0%12%32accepted challenger▼−8Since September 2026: 8% → 0%, −8 points. Inside the 11-point floor: within noise. Read over the models both editions asked.8% → 0%10
vFairs0%9%11accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
vFairs0%9%11accepted 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 twenty-eight head-to-head pages: the top eight products, each against each
Livestorm vs GoTo WebinarLivestorm vs Zoho WebinarLivestorm vs AirmeetLivestorm vs WebinarJamDemio vs Zoom WebinarsDemio vs GoldcastDemio vs GoTo WebinarDemio vs Zoho WebinarDemio vs AirmeetDemio vs WebinarJamZoom Webinars vs GoldcastZoom Webinars vs GoTo WebinarZoom Webinars vs Zoho WebinarZoom Webinars vs AirmeetZoom Webinars vs WebinarJamGoldcast vs GoTo WebinarGoldcast vs Zoho WebinarGoldcast vs AirmeetGoldcast vs WebinarJamGoTo Webinar vs Zoho WebinarGoTo Webinar vs AirmeetGoTo Webinar vs WebinarJamZoho Webinar vs AirmeetZoho Webinar vs WebinarJamAirmeet vs WebinarJam
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 →
01020304050607080910111213Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01ON2435%
ON2435%02Webex Webinars16%
Webex Webinars16%03Zoom Webinars14%
Zoom Webinars14%04Bizzabo12%
Bizzabo12%05Cisco Webex Webinars6%
Cisco Webex Webinars6%06Goldcast4%
Goldcast4%07Microsoft Teams4%
Microsoft Teams4%08GoTo Webinar2%
GoTo Webinar2%09Cvent0%
Cvent0%10vFairs0%
vFairs0%11RingCentral Events0%
RingCentral Events0%12Livestorm0%
Livestorm0%13WebinarJam0%
WebinarJam0%What they warned about
Three of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.1 Fast, Mistral Small, DeepSeek V4 Flash, Qwen 3.7 Flash, GLM 4.7 FlashX, MiniMax M2.5 and GPT-6 Luna 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 Webinars26%
19 of 74 labels negative · 13 of 14 models · 3 hard negative
“Large enterprises must never use consumer-facing tiers for official business.” Qwen 3.7 Flash, negative prompt
GoTo Webinar58%
14 of 24 labels negative · 10 of 14 models · 2 hard negative
“**Why to Avoid:** Recent reviews cite persistent **reliability issues**, **audio lag**, and a decline in user experience” Qwen 3.7 Flash, negative prompt
Livestorm43%
9 of 21 labels negative · 7 of 14 models · 2 hard negative
“Avoid per-attendee pricing platforms (like Livestorm's ~$3/attendee credit model” DeepSeek V4 Flash, budget prompt
Webex Webinars16%
8 of 51 labels negative · 7 of 14 models · 2 hard negative
“What to Avoid for Predictable Budgeting - **Webex Webinars:** Custom enterprise pricing (less predictable)” GLM 4.7 FlashX, 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
82 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. 1129 links across 199 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.
vendor site · EasyWebinar55 answers · 143 citations · 12 models
vendor site · Livestorm49 answers · 62 citations · 12 models
vendor site · Bizzabo47 answers · 83 citations · 13 models
29 answers · 37 citations · 11 models
vendor site · Airmeet28 answers · 40 citations · 11 models
vendor site · WebinarNinja28 answers · 30 citations · 11 models
vendor site · Whova26 answers · 26 citations · 10 models
vendor site · ON2424 answers · 30 citations · 10 models
vendor site · Zoom23 answers · 28 citations · 10 models
22 answers · 22 citations · 9 models
vendor site · vFairs21 answers · 24 citations · 11 models
vendor site · Zuddl20 answers · 22 citations · 10 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.
44 answers · 12 models
28 answers · 11 models
26 answers · 11 models
26 answers · 10 models
25 answers · 12 models
23 answers · 9 models
22 answers · 9 models
21 answers · 11 models
19 answers · 11 models
19 answers · 9 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best webinar and virtual event platform”, “webinar and virtual event platform”. 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 |
|---|---|---|---|---|---|---|---|---|
| ON24 on24.com | 35% | 105 | 3,600 | 177 | 50,901 | 38 | 1 | |
| Cisco webex.com Webex Webinars 16% | 16% | 103 | 165,000 | 48,352 | 373,023 | 0 | ||
| Zoom zoom.com Zoom Webinars 14% | 14% | 209 | 3,350,000 | 120,299 | 2,795,648 company | $4,064 | 47 | |
| Bizzabo bizzabo.com | 12% | 221 | 2,400 | 41 | 13,809 | $8 | 15 | |
| Cisco cisco.com Cisco Webex Webinars 6% | 6% | 15 | 165,000 | 48,352 | 5,114,808 company | $683 | 91 | |
| Goldcast goldcast.io | 4% | 75 | 4,400 | 42 | 6,549 | 24 | 7 | |
| Microsoft parent site Microsoft Teams 4% | 4% | 63 | 2,240,000 | 403,136 | ||||
| BigMarker bigmarker.com | 2% | 38 | 1,300 | 14 | 13,514 | 0 | ||
| Swoogo swoogo.events | 2% | 84 | 4,400 | 49 | 17,342 | 25 | ||
| Eventify eventify.io | 2% | 11 |
Google's top ten for the two searches hold 13 sites; 4 of them are among the sites the models cited here (learn.g2.com, livestorm.co, on24.com, webinarninja.com). The first result for “best webinar and virtual event platform” is peoplemanagingpeople.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 webinar and virtual event platform for an enterprise B2B company?”Paraphrase“Which platform for hosting webinars and virtual events would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade webinar and virtual event platforms and how do they differ?”Budget-constrained“What is the best webinar and virtual event 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 webinar and virtual event platform. What should we look at?”Negative“Which webinar and virtual event platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5ON24Webex WebinarsChangedBizzaboBigMarker, GoTo Webinarno first choiceagainst: Demio, GoTo Webinar, Goldcast, Zoom Webinars
Four alternatives
Airmeet, Bizzabo, Goldcast, Webex WebinarsThree alternatives
Airmeet, Bizzabo, CventFive alternatives
Cvent, Goldcast, ON24, Webex Webinars, Zoom WebinarsTwo alternatives
Livestorm, Zoom WebinarsGPT-5.4 miniON24Zoom WebinarsChangedno first choiceagainst: GoTo WebinarON24, Webex Webinarsagainst: Zoom Webinarsno first choicenothing named
Two alternatives
Cvent, GoldcastOne alternative
Webex WebinarsGemini 3.5 FlashGoldcast, ON24ON24ChangedCventMicrosoft Teamsagainst: Cvent, GoTo Webinar, ON24, Zoom Webinarsno first choiceagainst: Cvent, EasyWebinar, GoTo Webinar, Google Meet, RingCentral Events, Twitch, WebinarJam, YouTube Live, Zoom Webinars
Two alternatives
Bizzabo, Zoom WebinarsFour alternatives
Bizzabo, Cvent, Goldcast, Zoom WebinarsSeven alternatives
Bizzabo, Goldcast, ON24, RingCentral Events, Webex Webinars, Zoom Webinars, vFairsFive alternatives
Bizzabo, Cisco Webex Webinars, Demio, Sequel.io, ZuddlPerplexity SonarON24, Webex Webinarsagainst: Zoom WebinarsWebex WebinarsChangedON24Webex Webinarsno first choiceagainst: Adobe Connect, GoTo Webinar, Webex Webinars, WebinarJam, Zoom Webinars
Two alternatives
Bizzabo, GoldcastFour alternatives
GoTo Webinar, Goldcast, ON24, Zoom WebinarsSeven alternatives
BigMarker, Bizzabo, Goldcast, SpotMe, Webex Webinars, Zoom Webinars, vFairsTwo alternatives
ON24, Zoom WebinarsGrok 4.1 FastON24Zoom WebinarsChangedagainst: GoTo WebinarON24, Zoom Webinarsagainst: LivestormBizzaboagainst: Livestorm, Zoom WebinarsZoom Webinarsagainst: Demio, GoTo Webinar, Google Meet, RingCentral Events, Webex Webinars, WebinarJam, Zoom Webinars
Three alternatives
Bizzabo, Webex Webinars, Zoom WebinarsTwo alternatives
ON24, Webex WebinarsFour alternatives
BigMarker, Cvent, GoTo Webinar, Webex WebinarsOne alternative
ON24Four alternatives
EasyWebinar, Livestorm, ON24, Webex WebinarsMistral SmallGoldcastON24Changedno first choiceBizzabono first choiceagainst: GoTo Webinar, Webex Webinars, WebinarJam, Zoom Webinars
One alternative
Webex WebinarsTwo alternatives
Goldcast, Zoom WebinarsTwo alternatives
Cisco Webex Webinars, Zoom WebinarsDeepSeek V4 FlashON24BizzaboChangedON24Bizzaboagainst: Eventzilla, Livestorm, ON24no first choiceagainst: Airmeet, GoTo Webinar, Livestormagainst: Crowdcast, EasyWebinar, Facebook Live, GoTo Webinar, Google Meet, Microsoft Teams, Skype, Twitch, WebinarJam, YouTube Live, Zoom Webinars
Four alternatives
Bizzabo, Cvent, Webex Webinars, Zoom WebinarsThree alternatives
Cvent, ON24, Zoom WebinarsSix alternatives
Bizzabo, Cvent, GoTo Webinar, Livestorm, Webex Webinars, Zoom WebinarsTwo alternatives
Swoogo, Zoom WebinarsThree alternatives
ON24, Webex Webinars, Zoom WebinarsLlama 4 MaverickWebex WebinarsWebex WebinarsHeldno first choiceON24no first choiceagainst: GoTo Webinar, Livestorm, Microsoft Teams, Webex Webinars, Zoom Webinars
Three alternatives
Bizzabo, Goldcast, ON24Three alternatives
Webex Webinars, Zoom Webinars, vFairsQwen 3.7 FlashON24Cisco Webex WebinarsChangedno first choiceSwoogoagainst: GoTo Webinar, Livestormno first choiceagainst: GoTo Webinar, Microsoft Teams, ON24, WebinarJam, Zoom Webinars
Four alternatives
BigMarker, Cisco Webex Webinars, Microsoft Teams, Zoom WebinarsTwo alternatives
Zoom Webinars, ZuddlSix alternatives
Adobe Connect, BigMarker, Microsoft Teams, ON24, Zoom Webinars, vFairsTwo alternatives
EasyWebinar, Zoom WebinarsKimi K2ON24against: Zoom WebinarsON24Heldno first choiceMicrosoft Teamsagainst: Bizzabo, Cvent, ON24, Webex Webinars, Zoom Webinarsno first choiceagainst: ON24against: GoTo Webinar, Google Meet, Livestorm, Microsoft Teams, Webex Webinars, Zoom Webinars
Two alternatives
Bizzabo, CventTwo alternatives
BigMarker, Webex WebinarsSeven alternatives
Bizzabo, Cvent, Livestorm, ON24, RingCentral Events, Webex Webinars, Zoom WebinarsTwo alternatives
Accelevents, SwoogoFour alternatives
Airmeet, Webex Webinars, Zoom Webinars, vFairsGLM 4.7 FlashXON24, Webex WebinarsCisco Webex WebinarsChangedno first choiceEventifyagainst: Cvent, ON24, Webex Webinars, vFairsno first choicenothing named
Two alternatives
Cvent, Zoom WebinarsThree alternatives
Microsoft Teams, ON24, Zoom WebinarsEight alternatives
Adobe Connect, Bizzabo, Cvent, Goldcast, ON24, Webex Webinars, Zoom Webinars, vFairsThree alternatives
Crowdcast, WebinarNinja, Zoom WebinarsMiniMax M2.5Zoom WebinarsCisco Webex Webinars, Zoom WebinarsChangedno first choiceBizzaboagainst: Livestormno first choiceagainst: Google Meet, Zoom Webinars
Three alternatives
Cisco Webex Webinars, GoTo Webinar, GoldcastTwo alternatives
Livestorm, ON24Eight alternatives
Adobe Connect, BlueJeans Events, Crowdcast, Demio, Livestorm, ON24, Webex Webinars, Zoom WebinarsTwo alternatives
ON24, SwoogoFour alternatives
Cvent, EasyWebinar, ON24, Zoom WebinarsGPT-6 LunaON24Zoom WebinarsChangedno first choiceZoom Webinarsno first choiceagainst: Microsoft Teams, RingCentral Events, Webex Webinars, Zoom Webinars
Three alternatives
Cvent, Goldcast, Zoom WebinarsThree alternatives
Adobe Marketo Engage, ON24, Teams Town HallSeven alternatives
Bizzabo, Cvent, Goldcast, Microsoft Teams, ON24, Webex Webinars, Zoom WebinarsOne alternative
Webex WebinarsMuse Glimmer 30BON24ON24HeldON24Bizzaboagainst: Livestorm, Zoom Webinarsno first choiceagainst: Bizzabo, BrightTALK, Demio, EasyWebinar, Google Meet, Notified, SpotMe, Zoom Webinars
Four alternatives
Bizzabo, Goldcast, Webex Webinars, Zoom WebinarsThree alternatives
Cvent, Webex Webinars, Zoom WebinarsSix alternatives
Cvent, RainFocus, RingCentral Events, formerly Hopin, SpotMe, Webex Webinars, Zoom WebinarsThree alternatives
Eventify, Swoogo, Zoom WebinarsBold 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 10:22 | yes | 9 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:18 | yes | 5 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 11:37 | yes | 19 | 25 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 10:51 | yes | 19 | 2 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 12:51 | yes | 22 | 9 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 13:04 | yes | 5 | 3 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:07 | yes | 19 | 26 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:16 | yes | 5 | 1 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 08:19 | yes | 14 | 40 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 07:45 | yes | 20 | 31 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:32 | yes | 13 | 112 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:27 | yes | 5 | 14 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:33 | yes | 3 | 19 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 13:09 | yes | 23 | 23 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 12:00 | yes | 9 | 10 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 12:04 | yes | 3 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:57 | yes | 11 | 17 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 14:14 | yes | 19 | 2 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 12:33 | yes | 23 | 7 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 07:55 | yes | 15 | 29 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:20 | yes | 18 | 22 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 08:31 | yes | 5 | 1 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 08:31 | yes | 5 | 31 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:05 | yes | 17 | 18 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:14 | yes | 15 | 18 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 12:33 | yes | 10 | 52 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 07:56 | yes | 3 | 23 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 13:25 | yes | 14 | 19 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 12:29 | yes | 9 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:00 | yes | 5 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:23 | yes | 25 | 28 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 12:45 | yes | 18 | 7 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 07:36 | yes | 22 | 9 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 13:24 | yes | 10 | 10 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 13:37 | yes | 23 | 47 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 08:35 | yes | 5 | 1 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 13:58 | yes | 10 | 30 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:57 | yes | 25 | 34 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:01 | yes | 22 | 51 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:07 | yes | 5 | 12 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 12:04 | yes | 7 | 32 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:36 | yes | 22 | 42 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 07:25 | yes | 17 | 10 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:30 | yes | 3 | 7 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 14:13 | yes | 16 | 30 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 11:12 | yes | 19 | 5 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 08:02 | yes | 20 | 8 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:15 | yes | 19 | 8 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 11:59 | yes | 23 | 26 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 13:37 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:28 | yes | 10 | 73 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:50 | yes | 24 | 33 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:32 | yes | 23 | 64 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:30 | yes | 19 | 48 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:50 | yes | 3 | 21 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 12:34 | yes | 21 | 25 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:22 | yes | 18 | 13 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 07:37 | yes | 3 | 9 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:24 | no | 0 | 18 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 11:10 | yes | 19 | 7 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 12:27 | yes | 14 | 8 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 08:29 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 13:08 | yes | 17 | 73 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:20 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:11 | yes | 5 | 24 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:50 | yes | 21 | 31 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:59 | yes | 17 | 39 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:19 | yes | 9 | 15 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 13:18 | yes | 5 | 23 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 11:52 | yes | 13 | 25 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 07:59 | yes | 17 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:20 | yes | 1 | 7 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:08 | yes | 19 | 32 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 12:44 | yes | 21 | 5 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 13:24 | yes | 19 | 12 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 12:48 | yes | 9 | 8 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:55 | yes | 21 | 48 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 08:52 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:05 | yes | 9 | 42 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:21 | yes | 23 | 22 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:07 | yes | 13 | 75 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 11:44 | yes | 19 | 41 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:43 | yes | 4 | 23 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 12:14 | yes | 25 | 36 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 read as Cisco Webex Webinars
Cisco Webex Events read as Cisco Webex Webinars
Webex Events & Webinars read as Webex Webinars
Webex Events & Webinars (by Cisco) read as Webex Webinars
Webex Events & Webinars by Cisco read as Webex Webinars
Webex Events/Webinars read as Webex Webinars
Webex Events/Webinars (Cisco) read as Webex Webinars
Zoom read as Zoom Webinars
Unresolved, counted raw
Accevents
Facebook Live
Microsoft Stream
RingCentral Events, formerly Hopin
Sequel.io
Skype
Teams Meetings
Teams Town Hall
Teams Webinars
Vimeo Livestream
Discontinued, still offered
MiniMax M2.5 named BlueJeans Events as alternative on the comparative prompt. Verizon shut BlueJeans down in 2024.