Index › Marketing › September 2026 Edition

Webinar and virtual event platforms

Asked as “webinar and virtual event platform”, and as “platform for hosting webinars and virtual events”, on behalf of a mid-market B2B company. 44 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.

Standing

Livestorm

Contested

41% of first choices at a 6% negative rate, against a field where the incumbents are named mostly to be warned against: Zoom, GoTo, Teams and ON24 all clear 29% negative.

ShowinginAll 73 categories in the September 2026 Edition →

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

Demio39%ContestedStanding →Mid-market

Livestorm23%ContestedThis page Enterprise

ON2433%ContestedStanding →

01The standing

Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for a mid-market B2B company. Ordered by share.

ProductFirst-choice shareNegative rateLabelsQuadrant

Livestorm9%47accepted challenger

Demio13%47accepted challenger

Goldcast5%20accepted challenger

Zoho Webinar0%11accepted challenger

GoTo Webinar23%35accepted challenger

Zoom Webinars29%62criticized challenger

BigMarker5%21accepted challenger

ON2430%37criticized challenger

Bizzabo17%12accepted challenger

ClickMeeting15%13accepted challenger

Show the nine products at 0%, ordered by negative rate

WebinarJam33%21criticized challenger

RingCentral Events21%24accepted challenger

Webex Webinars20%20accepted challenger

vFairs17%12accepted challenger

WebinarNinja13%15accepted challenger

Airmeet0%14accepted challenger

Microsoft Teams0%13accepted challenger

Whova0%12accepted challenger

Google Meet0%11accepted 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.

Head to head

Livestorm vs Demio Livestorm vs Goldcast Demio vs Goldcast

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 →

Accepted challengerEndorsed leader

0%First-choice share → · lines at 30% share and 25% negative40%

Key

Livestorm23%

Demio20%

Goldcast14%

Zoho Webinar11%

GoTo Webinar7%

Zoom Webinars5%

BigMarker2%

ON242%

Bizzabo2%

ClickMeeting2%

Airmeet0%

Microsoft Teams0%

Whova0%

WebinarNinja0%

Webex Webinars0%

Google Meet0%

RingCentral Events0%

vFairs0%

WebinarJam0%

02What they warned about

Three of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Perplexity Sonar, Grok 4.1 Fast, Mistral Small, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2 and GLM 4.7 FlashX 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 Webinars

29%

18 of 62 labels negative · 11 of 12 models · 2 hard negative

“Zoom Webinars: Basic features, requires separate Zoom subscription” Kimi K2, direct prompt

ON24

30%

11 of 37 labels negative · 6 of 12 models · 2 hard negative

“What to avoid for this use case- **ON24 and Goldcast** are powerful, but they're **sales-quoted, enterprise-priced**” DeepSeek V4 Flash, paraphrase prompt

GoTo Webinar

23%

8 of 35 labels negative · 6 of 12 models · 1 hard negative

“Reviewers cite reliability and audio-lag issues... Widely considered overpriced” DeepSeek V4 Flash, negative prompt

WebinarJam

33%

7 of 21 labels negative · 5 of 12 models · 5 hard negative

“avoid WebinarJam, EverWebinar, and WebinarKit based on consistent patterns of failure and poor support” Kimi K2, negative prompt

03What they cite

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

Sites the answers cite

20 of 72 answers in this category came back with a source list, from 4 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. 201 links across 95 sites, every framing counted. Ranked by the number of answers carrying the site or page. The other 8 models searched through a gateway that returned no source list on this edition.

easywebinar.com

vendor site · EasyWebinar10 answers · 23 citations · 2 models

webinarninja.com

vendor site · WebinarNinja8 answers · 15 citations · 2 models

whova.com

vendor site · Whova8 answers · 8 citations · 2 models

ventureharbour.com

7 answers · 7 citations · 2 models

on24.com

vendor site · ON246 answers · 7 citations · 2 models

zoom.com

vendor site · Zoom6 answers · 7 citations · 2 models

livestorm.co

vendor site · Livestorm5 answers · 6 citations · 2 models

airmeet.com

vendor site · Airmeet4 answers · 7 citations · 2 models

bizzabo.com

vendor site · Bizzabo4 answers · 4 citations · 2 models

goldcast.io

vendor site · Goldcast4 answers · 4 citations · 2 models

kinsta.com

vendor site · Kinsta4 answers · 4 citations · 1 model

technologyadvice.com

4 answers · 4 citations · 1 model

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.

ventureharbour.com/webinar-software-10-best-webinar-platforms-compared

7 answers · 2 models

whova.com/blog/best-webinar-platforms

7 answers · 2 models

webinarninja.com/blog/best-webinar-platforms

6 answers · 2 models

easywebinar.com/blog/webinar-platform-reviews

5 answers · 1 model

bizzabo.com/blog/best-webinar-platforms

4 answers · 2 models

easywebinar.com/blog/webinar-software-comparison-feature-guide

4 answers · 2 models

kinsta.com/blog/best-webinar-platforms

4 answers · 1 model

technologyadvice.com/blog/voip/best-webinar-platforms

4 answers · 1 model

airmeet.com/hub/blog/top-webinar-platforms-for-b2b-marketing-in-2026-the-ul…

3 answers · 2 models

easywebinar.com/blog/best-virtual-event-software

3 answers · 2 models

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 webinar and virtual event platform for a mid-market B2B company?”Paraphrase“Which platform for hosting webinars and virtual events would you recommend to a mid-sized B2B company?”Comparative“What are the top webinar and virtual event platforms and how do they differ?”Budget-constrained“What is the best webinar and virtual event platform for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a webinar and virtual event platform. What should we look at?”Negative“Which webinar and virtual event platforms should I avoid or be cautious about?”

Claude Haiku 4.5BigMarker

Four alternatives

Demio, GoTo Webinar, Goldcast, Livestorm

GoTo Webinar, LivestormChanged

One alternative

BigMarker

no first choice

Two alternatives

Webex Webinars, Zoom Webinars

Zoho Webinar

Five alternatives

GoTo Webinar, Microsoft 365, MyOwnConference, WebinarJam, eWebinar

no first choiceagainst: Zoom Webinars

GPT-5.4 miniDemio

One alternative

ON24

ON24, Zoom Events/WebinarsChangedZoom Webinars

Two alternatives

Microsoft Teams, ON24

Zoom Webinars

One alternative

Demio

against: Livestormno first choicenothing named

Gemini 3.5 FlashGoldcast

Three alternatives

Airmeet, Demio, Livestorm

against: ON24GoldcastHeld

Three alternatives

Contrast, Demio, Livestorm

against: Cvent, ON24, Zoom WebinarsZoom Webinars

Ten alternatives

Airmeet, Demio, EasyWebinar, Livestorm, Microsoft Teams, ON24, RingCentral Events, Webex Webinars, WebinarJam, Whova

Zoho Webinar

Five alternatives

Google Meet, RingCentral Events, WebinarGeek, WebinarKit, YouTube Live

against: Demio, GoTo Webinar, Livestormno first choiceagainst: Webex Webinars, Zoom Webinarsagainst: AltspaceVR, GoTo Webinar, RingCentral Events, WebinarJam, WebinarTV.us, Zoom Webinars

Perplexity SonarGoldcast

Three alternatives

Bizzabo, GoTo Webinar, Livestorm

LivestormChanged

Five alternatives

BigMarker, Demio, GoTo Webinar, ON24, Zoom Webinars

Livestorm

Six alternatives

BigMarker, Demio, Webex Webinars, WebinarJam, Zoom Webinars, eWebinar

Zoho Webinar

Two alternatives

WebinarNinja, Zoom Webinar

no first choiceagainst: WebinarNinja, Zoom Webinars

Grok 4.1 FastDemio

Five alternatives

GoTo Webinar, Goldcast, Livestorm, ON24, Zoom Webinars

GoTo WebinarChanged

Four alternatives

Demio, Livestorm, WebinarNinja, Zoom Webinars

Zoom Webinars

Ten alternatives

Airmeet, BigMarker, Demio, GoTo Webinar, Livestorm, Remo Conference, RingCentral Events, Webex Webinars, WebinarNinja, vFairs

against: Hubilo, ON24Zoho Webinar

Four alternatives

Airmeet, Google Meet, WebinarNinja, YouTube Live

against: Livestorm, Zoom Webinarsno first choice

Three alternatives

Bizzabo, Microsoft Teams, RingCentral Events

against: BigMarker, BrightTALK, ClickMeeting, Demio, GoTo Webinar, Notified, WebinarJam, Zoom Webinars

Mistral SmallGoldcast

Three alternatives

Demio, Livestorm, Zoom Webinars

DemioChanged

Five alternatives

GoTo Webinar, Goldcast, Livestorm, WebinarNinja, Zoom Webinars

no first choice

Ten alternatives

Airmeet, BigMarker, ClickMeeting, Demio, Livestorm, Webex Events/Webinars, Zoho Webinar, Zoom Webinars, eWebinar, vFairs

ClickMeeting

Three alternatives

Demio, LiveWebinar, Microsoft Teams

no first choiceagainst: ON24, WebinarJam, Zoom Webinars

DeepSeek V4 FlashLivestorm

Two alternatives

Demio, Goldcast

against: Bizzabo, ON24LivestormHeld

One alternative

Demio

against: GoTo Webinar, Goldcast, ON24, Zoom Webinarsno first choice

Fourteen alternatives

Airmeet, BigMarker, Bizzabo, Brella, Cvent, Demio, EasyWebinar, GoTo Webinar, Livestorm, Swoogo, WebinarJam, Zoom Webinars, eWebinar, vFairs

against: RingCentral EventsZoho Webinar

Three alternatives

Airmeet, ClickMeeting, EasyWebinar

against: Demio, Livestorm, WebinarNinjaDemio, Livestorm, Zoom Webinars

Nine alternatives

Airmeet, BigMarker, Bizzabo, Cvent, GoTo Webinar, RingCentral Events, Teams webinars, Webex Webinars, Whova

against: ON24against: BrightTALK, ClickMeeting, Demio, GoTo Webinar, ON24, RingCentral Events, WebinarJam, Zoom Webinars

Llama 4 Maverickno first choiceBizzaboChanged

Five alternatives

GoTo Webinar, Goldcast, ON24, RingCentral Events, Zoom Webinars

no first choiceLivestorm

Two alternatives

Whova, Zoom Webinars

no first choiceagainst: Crowdcast, Webex Webinars, Zoom Webinars

Qwen 3.7 FlashGoldcast

Three alternatives

Livestorm, ON24, Zoom Webinars

LivestormChanged

Three alternatives

Demio, RingCentral Events, Zoom Webinars

against: ON24no first choiceLivestorm

Four alternatives

Google Meet, WebinarNinja, YouTube Live, Zoom Webinars

no first choiceagainst: GoTo Webinar, Zoom Webinarsagainst: Bigo Live, BlueJeans, Gather.town, Google Hangouts Meet, Remo, RingCentral Events, Skype for Business, Telegram Voice Calls, Twitch, WhatsApp Groups

Kimi K2Demio, Livestorm

Two alternatives

BigMarker, Goldcast

against: Bizzabo, ON24, Zoom WebinarsDemio, GoldcastChanged

One alternative

ON24

against: Zoom WebinarsWebinarNinja

Nine alternatives

BigMarker, Demio, GoTo Webinar, Livestorm, ON24, Webex Webinars, Whova, Zoom Webinars, vFairs

Livestorm

Three alternatives

ClickMeeting, Google Meet, Zoho Webinar

against: 6Connex, Hubilo, Remo, RingCentral Events, vFairsno first choiceagainst: GoTo Webinar, ON24, Sessions, Webex Webinars, WebinarJam, WebinarKit, Zoom Webinars

GLM 4.7 FlashXGoTo Webinar

Ten alternatives

Airmeet, ClickMeeting, Cvent, Demio, EventMobi, PheedLoop, WebinarJam, Whova, Zoom Webinars, Zuddl

Demio, WebinarGeekChanged

Four alternatives

Bizzabo, Goldcast, Livestorm, Zoom Webinars

no first choicePopup, WebinarKit

Six alternatives

ClickMeeting, Jitsi Meet, Systeme.io, Zoho Webinar, Zoom Webinar, Zoom Webinars

no first choiceagainst: 6Connex, Axial, BrightTALK, Demio, Notified, Zoom Webinars, vFairs

MiniMax M2.5Demio

Three alternatives

Bizzabo, Goldcast, Livestorm

DemioHeld

Four alternatives

Bizzabo, Goldcast, Livestorm, ON24

no first choice

Eleven alternatives

BigMarker, ClickMeeting, Demio, LiveWebinar, Livestorm, ON24, Webex Webinars, WebinarNinja, Zoom Webinars, eWebinar, vFairs

EasyWebinar

Three alternatives

Demio, Livestorm, Zoom Webinars

no first choiceagainst: BrightTALK, Demio, GoTo Webinar, Notified, Webex Webinars, Zoom Webinars

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.

Prompt	Model	Version string	Time (UTC)	Searched	Sources	Latency
Direct recommendation	Claude Haiku 4.5	`claude-haiku-4-5-20251001`	2026-09-14 23:12	yes	8	8 s
Direct recommendation	GPT-5.4 mini	`gpt-5.4-mini-2026-03-17`	2026-09-15 00:13	yes	2	9 s
Direct recommendation	Gemini 3.5 Flash	`gemini-3.5-flash`	2026-09-14 23:32	yes	13	23 s
Direct recommendation	Perplexity Sonar	`sonar`	2026-09-14 23:57	yes	20	18 s
Direct recommendation	Grok 4.1 Fast	`spacexai/grok-4.1-fast-non-reasoning via vertex`	2026-09-15 02:20	yes	0	8 s
Direct recommendation	Mistral Small	`mistral/mistral-small via mistral`	2026-09-15 03:57	yes	0	7 s
Direct recommendation	DeepSeek V4 Flash	`deepseek/deepseek-v4-flash via deepinfra`	2026-09-15 01:24	yes	0	39 s
Direct recommendation	Llama 4 Maverick	`meta/llama-4-maverick via bedrock`	2026-09-15 03:46	yes	0	2 s
Direct recommendation	Qwen 3.7 Flash	`alibaba/qwen3.7-flash via alibaba`	2026-09-15 02:01	yes	0	72 s
Direct recommendation	Kimi K2	`moonshotai/kimi-k2 via novita`	2026-09-15 03:59	yes	0	31 s
Direct recommendation	GLM 4.7 FlashX	`zai/glm-4.7-flashx via zai`	2026-09-15 01:59	yes	0	144 s
Direct recommendation	MiniMax M2.5	`minimax/minimax-m2.5 via minimax`	2026-09-14 23:15	yes	0	14 s
Paraphrase	Claude Haiku 4.5	`claude-haiku-4-5-20251001`	2026-09-15 01:22	yes	8	9 s
Paraphrase	GPT-5.4 mini	`gpt-5.4-mini-2026-03-17`	2026-09-15 00:34	yes	2	4 s
Paraphrase	Gemini 3.5 Flash	`gemini-3.5-flash`	2026-09-14 23:54	yes	15	24 s
Paraphrase	Perplexity Sonar	`sonar`	2026-09-15 01:49	yes	20	18 s
Paraphrase	Grok 4.1 Fast	`spacexai/grok-4.1-fast-non-reasoning via vertex`	2026-09-15 04:00	yes	0	7 s
Paraphrase	Mistral Small	`mistral/mistral-small via mistral`	2026-09-14 23:21	yes	0	5 s
Paraphrase	DeepSeek V4 Flash	`deepseek/deepseek-v4-flash via fireworks`	2026-09-15 03:58	yes	0	17 s
Paraphrase	Llama 4 Maverick	`meta/llama-4-maverick via bedrock`	2026-09-15 04:03	yes	0	2 s
Paraphrase	Qwen 3.7 Flash	`alibaba/qwen3.7-flash via alibaba`	2026-09-15 01:48	no	0	30 s
Paraphrase	Kimi K2	`moonshotai/kimi-k2 via novita`	2026-09-14 23:36	yes	0	25 s
Paraphrase	GLM 4.7 FlashX	`zai/glm-4.7-flashx via zai`	2026-09-15 03:52	yes	0	42 s
Paraphrase	MiniMax M2.5	`minimax/minimax-m2.5 via minimax`	2026-09-15 02:44	yes	0	12 s
Comparative	Claude Haiku 4.5	`claude-haiku-4-5-20251001`	2026-09-15 01:00	yes	15	14 s
Comparative	GPT-5.4 mini	`gpt-5.4-mini-2026-03-17`	2026-09-15 04:50	yes	5	7 s
Comparative	Gemini 3.5 Flash	`gemini-3.5-flash`	2026-09-14 23:58	yes	10	26 s
Comparative	Perplexity Sonar	`sonar`	2026-09-15 02:42	yes	20	8 s
Comparative	Grok 4.1 Fast	`spacexai/grok-4.1-fast-non-reasoning via vertex`	2026-09-15 04:26	yes	0	7 s
Comparative	Mistral Small	`mistral/mistral-small via mistral`	2026-09-15 04:12	yes	0	6 s
Comparative	DeepSeek V4 Flash	`deepseek/deepseek-v4-flash via fireworks`	2026-09-15 02:54	yes	0	22 s
Comparative	Llama 4 Maverick	`meta/llama-4-maverick via bedrock`	2026-09-15 03:27	yes	0	1 s
Comparative	Qwen 3.7 Flash	`alibaba/qwen3.7-flash via alibaba`	2026-09-15 02:22	yes	0	50 s
Comparative	Kimi K2	`moonshotai/kimi-k2 via novita`	2026-09-15 02:19	yes	0	33 s
Comparative	GLM 4.7 FlashX	`zai/glm-4.7-flashx via zai`	2026-09-15 01:43	yes	0	148 s
Comparative	MiniMax M2.5	`minimax/minimax-m2.5 via minimax`	2026-09-15 01:21	yes	0	16 s
Budget constrained	Claude Haiku 4.5	`claude-haiku-4-5-20251001`	2026-09-14 23:30	yes	8	8 s
Budget constrained	GPT-5.4 mini	`gpt-5.4-mini-2026-03-17`	2026-09-15 04:12	yes	2	6 s
Budget constrained	Gemini 3.5 Flash	`gemini-3.5-flash`	2026-09-14 22:58	yes	24	19 s
Budget constrained	Perplexity Sonar	`sonar`	2026-09-15 02:33	yes	20	6 s
Budget constrained	Grok 4.1 Fast	`spacexai/grok-4.1-fast-non-reasoning via vertex`	2026-09-15 01:56	yes	0	8 s
Budget constrained	Mistral Small	`mistral/mistral-small via mistral`	2026-09-14 23:34	yes	0	5 s
Budget constrained	DeepSeek V4 Flash	`deepseek/deepseek-v4-flash via fireworks`	2026-09-15 04:27	yes	0	17 s
Budget constrained	Llama 4 Maverick	`meta/llama-4-maverick via bedrock`	2026-09-15 03:14	yes	0	2 s
Budget constrained	Qwen 3.7 Flash	`alibaba/qwen3.7-flash via alibaba`	2026-09-15 01:37	yes	0	17 s
Budget constrained	Kimi K2	`moonshotai/kimi-k2 via novita`	2026-09-15 04:33	yes	0	31 s
Budget constrained	GLM 4.7 FlashX	`zai/glm-4.7-flashx via zai`	2026-09-15 02:33	yes	0	23 s
Budget constrained	MiniMax M2.5	`minimax/minimax-m2.5 via minimax`	2026-09-14 23:43	yes	0	9 s
Scale constrained	Claude Haiku 4.5	`claude-haiku-4-5-20251001`	2026-09-15 01:57	no	0	6 s
Scale constrained	GPT-5.4 mini	`gpt-5.4-mini-2026-03-17`	2026-09-15 04:31	no	0	9 s
Scale constrained	Gemini 3.5 Flash	`gemini-3.5-flash`	2026-09-15 03:40	no	0	13 s
Scale constrained	Perplexity Sonar	`sonar`	2026-09-15 00:41	yes	20	7 s
Scale constrained	Grok 4.1 Fast	`spacexai/grok-4.1-fast-non-reasoning via vertex`	2026-09-14 23:05	yes	0	8 s
Scale constrained	Mistral Small	`mistral/mistral-small via mistral`	2026-09-15 00:19	yes	0	8 s
Scale constrained	DeepSeek V4 Flash	`deepseek/deepseek-v4-flash via fireworks`	2026-09-15 00:20	yes	0	30 s
Scale constrained	Llama 4 Maverick	`meta/llama-4-maverick via bedrock`	2026-09-15 01:13	yes	0	2 s
Scale constrained	Qwen 3.7 Flash	`alibaba/qwen3.7-flash via alibaba`	2026-09-15 00:42	yes	0	30 s
Scale constrained	Kimi K2	`moonshotai/kimi-k2 via novita`	2026-09-15 00:14	yes	0	26 s
Scale constrained	GLM 4.7 FlashX	`zai/glm-4.7-flashx via zai`	2026-09-15 03:10	no	0	14 s
Scale constrained	MiniMax M2.5	`minimax/minimax-m2.5 via minimax`	2026-09-15 03:08	yes	0	20 s
Negative framing	Claude Haiku 4.5	`claude-haiku-4-5-20251001`	2026-09-15 04:08	yes	31	11 s
Negative framing	GPT-5.4 mini	`gpt-5.4-mini-2026-03-17`	2026-09-15 04:16	no	0	4 s
Negative framing	Gemini 3.5 Flash	`gemini-3.5-flash`	2026-09-15 02:18	yes	21	18 s
Negative framing	Perplexity Sonar	`sonar`	2026-09-14 22:55	yes	20	7 s
Negative framing	Grok 4.1 Fast	`spacexai/grok-4.1-fast-non-reasoning via vertex`	2026-09-14 23:58	yes	0	8 s
Negative framing	Mistral Small	`mistral/mistral-small via mistral`	2026-09-15 03:10	yes	0	10 s
Negative framing	DeepSeek V4 Flash	`deepseek/deepseek-v4-flash via fireworks`	2026-09-15 01:13	yes	0	23 s
Negative framing	Llama 4 Maverick	`meta/llama-4-maverick via bedrock`	2026-09-15 02:04	yes	0	2 s
Negative framing	Qwen 3.7 Flash	`alibaba/qwen3.7-flash via alibaba`	2026-09-15 04:54	no	0	34 s
Negative framing	Kimi K2	`moonshotai/kimi-k2 via novita`	2026-09-15 00:52	yes	0	70 s
Negative framing	GLM 4.7 FlashX	`zai/glm-4.7-flashx via zai`	2026-09-15 02:40	yes	0	47 s
Negative framing	MiniMax M2.5	`minimax/minimax-m2.5 via minimax`	2026-09-15 03:32	yes	0	15 s

Noise floor in this category

Flips between the edition run and its calibration repeat. Six prompts per model is a small sample; the index-wide floor is the number to trust.

Claude Haiku 4.5

4 of 4 flipped

GPT-5.4 mini

3 of 4 flipped

Gemini 3.5 Flash

2 of 5 flipped

Perplexity Sonar

2 of 4 flipped

Grok 4.1 Fast

4 of 6 flipped

Mistral Small

3 of 3 flipped

DeepSeek V4 Flash

4 of 5 flipped

Llama 4 Maverick

3 of 3 flipped

Qwen 3.7 Flash

3 of 4 flipped

Kimi K2

4 of 6 flipped

GLM 4.7 FlashX

4 of 4 flipped

MiniMax M2.5

3 of 3 flipped

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

Zoom read as Zoom Webinars

Zoom (Free Tier) read as Zoom Webinars

Zoom (Webinar Mode) read as Zoom Webinars

Zoom (Webinars) read as Zoom Webinars

Zoom (Webinars, Sessions, & Events) read as Zoom Webinars

Unresolved, counted raw

AltspaceVR

Axial

Bigo Live

BlueJeans (by Verizon)

EventMobi

Gather.town

Google Hangouts Meet

Jitsi Meet

MyOwnConference

PheedLoop

Sched

Sessions (AppSumo)

Skype for Business

SpatialChat

Teams Town Halls

Teams webinars

Telegram Voice Calls

WebinarTV.us

WhatsApp Groups

Zoom Events/Webinars

Discontinued, still offered

No shut-down product was recommended here.

Webinar and virtual event platforms

By buyer segment

01The standing

Recommended versus criticized

02What they warned about

03What they cite

Sites the answers cite

Pages the answers cite

04How they answered

05The record

Noise floor in this category

Normalization in this category

Also in marketing