Fourteen AI models were asked for webinar and virtual event platform six ways each, on behalf of a small, a mid-market and an enterprise B2B company: 252 answers, in which a judge labeled 66 products. Eleven of them carry at least 10 labels and a first choice, and are ranked. This guide walks the top eight in the order the mid-market standing puts them, with what the models said for and against each, in their words. Livestorm leads at 34% of first choices, and the standing is contested.
| Product | First-choice share | Negative rate | Labels | Leads for | Quadrant | |
|---|---|---|---|---|---|---|
| 1 | 34% | 2% | 54 | Mid-market | endorsed leader | |
| 2 | 19% | 10% | 41 | Small business | accepted challenger | |
| 3 | 10% | 0% | 11 | none | accepted challenger | |
| 4 | 9% | 4% | 27 | none | accepted challenger | |
| 5 | 5% | 20% | 71 | none | accepted challenger | |
| 6 | 3% | 13% | 31 | none | accepted challenger | |
| 7 | 3% | 35% | 17 | none | criticized challenger | |
| 8 | 2% | 14% | 42 | Enterprise | accepted challenger |
The full standing, every product with 10 labels or more, is on the category page, with the products at zero and the ones warned against.
A product is on the record because a model named it in an answer and the judge labeled the naming: first choice, alternative, mention, caution or warning, each with the sentence it came from. 66 products were named for webinar and virtual event platform this edition.
A product is ranked once it carries 10 labels in a segment and at least one first choice there. Below that it is named but not ranked, and it says so on its page. The vendor table that folds spellings into products is versioned; this page was scored under v2026-11-09.1.
The same categories are asked again with nothing changed to measure how much an answer moves on its own. A change in share smaller than the floor is not reported as a change. The repeat, model by model.
| Framing | The question |
|---|---|
| Direct | 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? |
Livestorm is #1 of 11 for the mid-market buyer at 34% of first choices, from 54 labels by 14 of 14 models; 2% of those labels were cautions or warnings. Seven of fourteen models named it first on the direct question. It led the direct, paraphrase framings. By buyer: small business #2 of 5 at 40%; mid-market #1 of 11 at 34%; enterprise unranked.
“If I had to pick one for most mid-sized B2B companies, I'd recommend [Livestorm](https://livestorm.co) as your primary platform.” DeepSeek V4 Flash · paraphrase prompt · first choice
“Livestorm and Demio are the top recommendations due to their strong B2B features, ease of use, and scalability” Mistral Small · paraphrase prompt · first choice
“Older reviews explicitly advise against subscribing.” Grok 4.20 · negative prompt · hard negative
Demio is #2 of 11 for the mid-market buyer at 19% of first choices, from 41 labels by 11 of 14 models; 10% of those labels were cautions or warnings. Three of fourteen models named it first on the direct question. It led the negative framing. By buyer: small business #1 of 5 at 42%; mid-market #2 of 11 at 19%; enterprise unranked.
“For most mid-market B2B companies, Demio offers the best balance of B2B-specific features, ease of use, and lead generation capabilities.” MiniMax M2.5 · direct prompt · first choice
“Best for: B2B marketing webinars and lead generation ... Clean, user-friendly experience; engagement data tied directly to leads” DeepSeek V4 Flash · comparative prompt · first choice
“Avoid EasyWebinar, WebinarJam, Demio” GLM 4.7 FlashX · negative prompt · hard negative
“treat Demio/Crowdcast as marketing tools that need formal vendor risk, data residency and retention review rather than turnkey secure event platforms” Muse Glimmer 30B · negative prompt · soft negative
Zoho Webinar is #3 of 11 for the mid-market buyer at 10% of first choices, from 11 labels by 9 of 14 models; 0% of those labels were cautions or warnings. Zero of fourteen models named it first on the direct question. It led the budget-constrained framing. By buyer: small business #3 of 5 at 9%; mid-market #3 of 11 at 10%; enterprise unranked.
“Best ultra-budget choice: Zoho Webinar — G2 reports a free tier ... making it one of the cheapest options for small teams.” GPT-5.4 mini · budget prompt · first choice
“Livestorm and Zoho Webinar are top picks due to their free plans and affordable pricing” Mistral Small · budget prompt · first choice
No negative label in this category carried a quote.
Goldcast is #4 of 11 for the mid-market buyer at 9% of first choices, from 27 labels by 13 of 14 models; 4% of those labels were cautions or warnings. Three of fourteen models named it first on the direct question. By buyer: small business unranked; mid-market #4 of 11 at 9%; enterprise #5 of 11 at 4%.
“My default pick would be Goldcast for a mid-sized B2B company” GPT-6 Luna · paraphrase prompt · first choice
“Goldcast — Best Overall for B2B Marketing & Growth” Gemini 3.5 Flash · paraphrase prompt · first choice
“relatively new player in the market, and its pricing is not transparent” Llama 4 Maverick · negative prompt · soft negative
Zoom Webinars is #5 of 11 for the mid-market buyer at 5% of first choices, from 71 labels by 14 of 14 models; 20% of those labels were cautions or warnings. One of fourteen models named it first on the direct question. It led the comparative framing. By buyer: small business #4 of 5 at 8%; mid-market #5 of 11 at 5%; enterprise #2 of 11 at 10%.
10 of 14 models argued against it somewhere in their answers, 0 as a warning.
“Strengths: Extremely user-friendly, reliable HD video, polls, Q&A, chat, recording, large-scale (up to 10,000+), integrations” Grok 4.20 · comparative prompt · first choice
“For most mid-sized B2B companies, Zoom Webinar or Demio offer the best balance of features, reliability, and value.” GLM 4.7 FlashX · paraphrase prompt · first choice
“Zoom's Events privacy statement says it may process data for legitimate interests including improving products, ensuring safety, and sending marketing communications/advertising related to events. That doesn't make it "bad," but it does mean you should be cautious” GPT-5.4 mini · negative prompt · soft negative
“Zoom Events/Webinars for marketing-heavy programs. It is strong for large live broadcasts, but registration pages, reminders, branding, and marketing analytics can be limited” Perplexity Sonar · negative prompt · soft negative
Airmeet is #6 of 11 for the mid-market buyer at 3% of first choices, from 31 labels by 11 of 14 models; 13% of those labels were cautions or warnings. One of fourteen models named it first on the direct question. By buyer: small business unranked; mid-market #6 of 11 at 3%; enterprise #10 of 11 at 2%.
4 of 14 models argued against it somewhere in their answers, 2 as a warning.
“Airmeet and Livestorm are the top recommendations due to their strong feature sets” Mistral Small · direct prompt · first choice
“Airmeet is best for mid-market and enterprise B2B teams prioritizing branded engagement” Llama 4 Maverick · paraphrase prompt · first choice
“describe it as a "cautionary tale" due to poor business practices, sudden trust breaches, disappointing performance, and integration limitations” Grok 4.20 · negative prompt · hard negative
“Avoid or approach with extreme caution: WebinarJam, Airmeet (due to business ethics), and Events.com.” Kimi K2 · negative prompt · hard negative
WebinarJam is #7 of 11 for the mid-market buyer at 3% of first choices, from 17 labels by 9 of 14 models; 35% of those labels were cautions or warnings. Zero of fourteen models named it first on the direct question. By buyer: small business unranked; mid-market #7 of 11 at 3%; enterprise unranked.
5 of 14 models argued against it somewhere in their answers, 3 as a warning.
“ClickMeeting from $25/mo and EasyWebinar Launch from $36/mo billed annually are the strongest value picks right now” Muse Glimmer 30B · budget prompt · first choice
“1. WebinarJam - Best Overall for Budget” Claude Haiku 4.5 · budget prompt · first choice
“Avoid or approach with extreme caution: WebinarJam, Airmeet (due to business ethics), and Events.com.” Kimi K2 · negative prompt · hard negative
“Verdict: High Caution / Avoid if possible.” Qwen 3.7 Flash · negative prompt · hard negative
ON24 is #8 of 11 for the mid-market buyer at 2% of first choices, from 42 labels by 14 of 14 models; 14% of those labels were cautions or warnings. Zero of fourteen models named it first on the direct question. By buyer: small business unranked; mid-market #8 of 11 at 2%; enterprise #1 of 11 at 35%.
4 of 14 models argued against it somewhere in their answers, 2 as a warning.
“For a mid-sized B2B company, ON24 is the strongest overall recommendation” Perplexity Sonar · paraphrase prompt · first choice
“Shortlist ON24 instead if marketing attribution, personalization, and always-on content conversion justify a higher-priced enterprise platform.” Perplexity Sonar · direct prompt · alternative
“Enterprise-grade demand gen platform with quote-only pricing — likely overkill (and overpriced) for most mid-sized teams” DeepSeek V4 Flash · paraphrase prompt · hard negative
“Avoid ON24 unless you're a larger enterprise” Kimi K2 · direct prompt · hard negative
| Framing | Named first most often | Then |
|---|---|---|
| Direct | Demio (3), Goldcast (3), Airmeet (1) | |
| Paraphrase | Demio (6), Goldcast (2), Airmeet (1) | |
| Comparative | Demio (3), Hubilo (1), Webex Webinars (1) | |
| Budget-constrained | Livestorm (5), Demio (2), EasyWebinar (2) | |
| Scale-constrained | ||
| Negative | Livestorm (1), WebinarGeek (1), Zoom Webinars (1) |
Livestorm, in 34% of first choices for a mid-market B2B company in the November 2026 Edition, from 54 labels. The standing is contested: the models did not settle on one product.
Small business: Demio at 42%. Mid-market: Livestorm at 34%. Enterprise: ON24 at 35%. Each standing is computed within its segment and never pooled.
The direct, paraphrase, budget and scale framings count toward share. The product named first differs by framing: direct Livestorm; paraphrase Livestorm; comparative Zoom Webinars; budget-constrained Zoho Webinar; scale-constrained vFairs; negative Demio. The table above has the counts.
The repeat measurement is published with the next edition.
Fourteen of the fourteen models return sources. Their 72 answers here cite 796 pages; the sites cited most are easywebinar.com, airmeet.com, livestorm.co. The category page lists them all.
No. A product is on the record because a model named it. A vendor can claim its page, propose corrections to the vendor table and be told when its standing moves; it cannot change a label, a share or a rank, and the publisher's conflicts are disclosed on the method page.
The page is published under CC BY 4.0. The output is the models' output; nothing here is a recommendation by the index.