Event management platforms
Asked as “event management platform”, and as “in-person event registration and management software”, on behalf of a mid-market B2B company. 52 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the November 2026 Edition.
Standing · first-choice share
23%
Contested · Swoogo 21%
23Bizzabo21Swoogo10Eventbrite46others
23% of first choices, contested.
Since October 2026▼−5Since October 2026: 28% → 23%, −5 points. Inside the 11-point floor: within noise.Bizzabo held the lead, −5 points on 28%, 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
Eventbrite18%Contested↗new leaderNew leader since October 2026: Eventbrite (18%) replaces Zoho Backstage (19% then, 5% now), 13 points clear, past the 11-point floor.Standing →Mid-market
Bizzabo23%Contested▼−5Since October 2026: 28% → 23%, −5 points. Inside the 11-point floor: within noise.This pageEnterprise
Cvent Event Marketing & Management58%Clear leader▲+9Since October 2026: 49% → 58%, +9 points. Inside the 11-point floor: within noise.Standing →
Eventbrite18%Contested↗new leaderNew leader since October 2026: Eventbrite (18%) replaces Zoho Backstage (19% then, 5% now), 13 points clear, past the 11-point floor.Standing →Mid-marketBizzabo23%Contested▼−5Since October 2026: 28% → 23%, −5 points. Inside the 11-point floor: within noise.This pageEnterpriseCvent Event Marketing & Management58%Clear leader▲+9Since October 2026: 49% → 58%, +9 points. Inside the 11-point floor: within noise.Standing →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 October 2026
01Bizzabo23%6%50accepted challenger▼−5Since October 2026: 28% → 23%, −5 points. Inside the 11-point floor: within noise.28% → 23%
Bizzabo23%6%50accepted challenger▼−5Since October 2026: 28% → 23%, −5 points. Inside the 11-point floor: within noise.28% → 23%02
Swoogo21%5%37accepted challenger▲+1Since October 2026: 20% → 21%, +1 point. Inside the 11-point floor: within noise.20% → 21%
Swoogo21%5%37accepted challenger▲+1Since October 2026: 20% → 21%, +1 point. Inside the 11-point floor: within noise.20% → 21%03Eventbrite10%40%53criticized challenger▼−4Since October 2026: 14% → 10%, −4 points. Inside the 11-point floor: within noise.14% → 10%
Eventbrite10%40%53criticized challenger▼−4Since October 2026: 14% → 10%, −4 points. Inside the 11-point floor: within noise.14% → 10%04Cvent Event Marketing & Management8%51%51criticized challenger▲+2Since October 2026: 6% → 8%, +2 points. Inside the 11-point floor: within noise.6% → 8%
Cvent Event Marketing & Management8%51%51criticized challenger▲+2Since October 2026: 6% → 8%, +2 points. Inside the 11-point floor: within noise.6% → 8%05
Eventzilla6%0%13accepted challenger▲+2Since October 2026: 4% → 6%, +2 points. Inside the 11-point floor: within noise.4% → 6%
Eventzilla6%0%13accepted challenger▲+2Since October 2026: 4% → 6%, +2 points. Inside the 11-point floor: within noise.4% → 6%06
Accelevents4%0%12accepted challenger▼−2Since October 2026: 6% → 4%, −2 points. Inside the 11-point floor: within noise.6% → 4%
Accelevents4%0%12accepted challenger▼−2Since October 2026: 6% → 4%, −2 points. Inside the 11-point floor: within noise.6% → 4%07
vFairs2%23%22accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%
vFairs2%23%22accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%08
Zoho Backstage2%0%10accepted challenger▼−4Since October 2026: 6% → 2%, −4 points. Inside the 11-point floor: within noise.6% → 2%
Zoho Backstage2%0%10accepted challenger▼−4Since October 2026: 6% → 2%, −4 points. Inside the 11-point floor: within noise.6% → 2%Show the three products at 0%, ordered by negative rate
11
RingCentral Events0%26%19criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
RingCentral Events0%26%19criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%09
Whova0%14%36accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Whova0%14%36accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%10
RainFocus0%9%11accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
RainFocus0%9%11accepted 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.
All twenty-eight head-to-head pages: the top eight products, each against each
Bizzabo vs EventzillaBizzabo vs AcceleventsBizzabo vs vFairsBizzabo vs Zoho BackstageSwoogo vs EventbriteSwoogo vs Cvent Event Marketing & ManagementSwoogo vs EventzillaSwoogo vs AcceleventsSwoogo vs vFairsSwoogo vs Zoho BackstageEventbrite vs Cvent Event Marketing & ManagementEventbrite vs EventzillaEventbrite vs AcceleventsEventbrite vs vFairsEventbrite vs Zoho BackstageCvent Event Marketing & Management vs EventzillaCvent Event Marketing & Management vs AcceleventsCvent Event Marketing & Management vs vFairsCvent Event Marketing & Management vs Zoho BackstageEventzilla vs AcceleventsEventzilla vs vFairsEventzilla vs Zoho BackstageAccelevents vs vFairsAccelevents vs Zoho BackstagevFairs vs Zoho Backstage
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 →
0102030405060708091011Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Bizzabo23%
Bizzabo23%02Swoogo21%
Swoogo21%03Eventbrite10%
Eventbrite10%04Cvent Event Marketing & Management8%
Cvent Event Marketing & Management8%05Eventzilla6%
Eventzilla6%06Accelevents4%
Accelevents4%07vFairs2%
vFairs2%08Zoho Backstage2%
Zoho Backstage2%09Whova0%
Whova0%10RainFocus0%
RainFocus0%11RingCentral Events0%
RingCentral Events0%What they warned about
Four of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Grok 4.20, Mistral Small, Llama 4 Maverick, Qwen 3.7 Flash, GLM 4.7 FlashX, MiniMax M2.5 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.
Cvent Event Marketing & Management51%
26 of 51 labels negative · 12 of 14 models · 2 hard negative
“Skip legacy enterprise platforms like Cvent or Bizzabo unless you're running large-scale events” DeepSeek V4 Flash, budget prompt
Eventbrite40%
21 of 53 labels negative · 12 of 14 models · 2 hard negative
“Why avoid: Criticized for being too expensive for low-ticket events (under $25) and lacking exclusive ownership of your attendee database.” Mistral Small, negative prompt
vFairs23%
5 of 22 labels negative · 5 of 14 models · 1 hard negative
“Hopin / BigMarker / vFairs: ... Avoid any newer "virtual event" startup” Qwen 3.7 Flash, negative prompt
Whova14%
5 of 36 labels negative · 5 of 14 models
“has a reputation for app instability... mobile app glitches (crashing or failing to scan badges)” Qwen 3.7 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
74 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. 815 links across 198 sites, every framing counted. Ranked by the number of answers carrying the site or page. 2 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 · Bizzabo38 answers · 54 citations · 14 models
vendor site · Capterra33 answers · 68 citations · 11 models
29 answers · 32 citations · 14 models
vendor site · Software Advice28 answers · 39 citations · 9 models
27 answers · 41 citations · 11 models
vendor site · Rework21 answers · 23 citations · 11 models
vendor site · Eventify18 answers · 24 citations · 11 models
vendor site · Eventcombo16 answers · 20 citations · 8 models
vendor site · Swoogo15 answers · 23 citations · 8 models
vendor site · InEvent14 answers · 20 citations · 6 models
vendor site · InviteDesk14 answers · 15 citations · 11 models
12 answers · 14 citations · 7 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.
26 answers · 9 models
24 answers · 12 models
20 answers · 9 models
17 answers · 10 models
14 answers · 8 models
11 answers · 6 models
10 answers · 5 models
10 answers · 10 models
9 answers · 8 models
9 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 event management platform”, “event management 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 |
|---|---|---|---|---|---|---|---|---|
| Bizzabo bizzabo.com | 23% | 190 | 2,400 | 41 | 13,809 | $8 | 15 | |
| Swoogo swoogo.events | 21% | 99 | 4,400 | 49 | 17,342 | 25 | ||
| Eventbrite eventbrite.com | 10% | 131 | 673,000 | 4,192 | 11,231,792 | $483 | 25 | |
| Zeffy zeffy.com | 10% | 13 | ||||||
| Ticket Tailor tickettailor.com | 8% | 27 | 12,100 | 116 | 128,324 | 47 | ||
| Cvent Event Marketing & Management cvent.com | 8% | 212 | 0 | 1,714,548 | 73 | |||
| Eventzilla eventzilla.net | 6% | 22 | 880 | 3 | 6,888 | 1 | ||
| Accelevents accelevents.com | 4% | 31 | 1,600 | 96 | 4,231 | $17 | 40 | 1 |
| InviteDesk invitedesk.com | 4% | 11 | ||||||
| vFairs vfairs.com | 2% | 92 | 1,000 | 32 | 108,693 | 62 | 1 |
Google's top ten for the two searches hold 15 sites; 0 of them are among the sites the models cited here. The first result for “best event management platform” is vfairs.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 event management platform for a mid-market B2B company?”Paraphrase“Which in-person event registration and management software would you recommend to a mid-sized B2B company?”Comparative“What are the top event management platforms and how do they differ?”Budget-constrained“What is the best event management platform for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating an event management platform. What should we look at?”Negative“Which event management platforms should I avoid or be cautious about?”
Claude Haiku 4.5BizzaboAccelevents, SwoogoChangedCvent Event Marketing & ManagementTicket Tailorno first choicenothing named
Two alternatives
Accelevents, SwoogoOne alternative
BizzaboSix alternatives
Bizzabo, EventMobi, Eventbrite, RingCentral Events, Stova, WhovaFive alternatives
Dryfta, Event Smart, Eventbrite, Eventee, LumaGPT-5.4 miniBizzaboCvent Event Marketing & ManagementChangedagainst: EventbriteCvent Event Marketing & ManagementEventbrite, Ticket Tailoragainst: Webex Webinars, Whovano first choiceagainst: Eventbrite, RingCentral Events
One alternative
Cvent Event Marketing & ManagementOne alternative
BizzaboNine alternatives
Bizzabo, Eventbrite, RainFocus, RingCentral Events, Splash, Swapcard, Webex Webinars, Whova, vFairsGemini 3.5 FlashBizzaboagainst: Cvent Event Marketing & Management, EventbriteSwoogoChangedagainst: Cvent Event Marketing & Management, EventbriteBizzabo, Cvent Event Marketing & ManagementTicket Tailoragainst: RingCentral Events, vFairsno first choiceagainst: Cvent Event Marketing & Management, Eventbriteagainst: Eventbrite, RingCentral Events, Ticketmaster
Three alternatives
Goldcast, Splash, SwoogoThree alternatives
Accelevents, Bizzabo, SplashSix alternatives
Eventbrite, Luma, RingCentral Events, Swapcard, Whova, vFairsFour alternatives
Eventbrite, Luma, RSVPify, ZeffyPerplexity SonarBizzaboBizzaboHeldagainst: Cvent Event Marketing & ManagementCvent Event Marketing & ManagementEventbriteagainst: Bizzabo, Cvent Event Marketing & Management, Swoogono first choiceagainst: BigMarker, Cvent Event Marketing & Management, Eventbrite, Splash, Zoom Webinars, vFairs
Two alternatives
Accelevents, Cvent Event Marketing & ManagementTwo alternatives
Accelevents, SwoogoEight alternatives
Bizzabo, Eventbrite, RainFocus, RingCentral Events, Swapcard, Swoogo, Whova, vFairsOne alternative
EventzillaGrok 4.20Bizzaboagainst: Cvent Event Marketing & ManagementSwoogoChangedagainst: Cvent Event Marketing & Management, EventbriteBizzabo, Cvent Event Marketing & ManagementZeffyno first choiceagainst: Cvent Event Marketing & Managementagainst: Bizzabo, Cvent Event Marketing & Management, Eventbrite, Whova, vFairs
One alternative
RainFocusTwo alternatives
Bizzabo, InviteDeskThree alternatives
Eventbrite, Zoho Backstage, vFairsThree alternatives
Eventbrite, Eventzilla, Ticket TailorMistral SmallBizzabo, Cvent Event Marketing & ManagementBizzaboChangedWhovaZeffyno first choiceagainst: Cvent Event Marketing & Management, Eventbrite, Swoogo, Whova, vFairs
Two alternatives
Accelevents, SwoogoTwo alternatives
InviteDesk, SwoogoSix alternatives
Bizzabo, Cvent Event Marketing & Management, Eventbrite, Eventcombo, Wrike, vFairsTwo alternatives
Slido, Ticket TailorDeepSeek V4 FlashSwoogoagainst: Cvent Event Marketing & ManagementSwoogoHeldagainst: Cvent Event Marketing & Management, EventbriteCvent Event Marketing & ManagementEventbriteagainst: Bizzabo, Cvent Event Marketing & Managementno first choiceagainst: Cvent Event Marketing & Management, Eventbrite, Events.com, Evite, WP Event Manager
Two alternatives
Bizzabo, EventtiaTwo alternatives
Bizzabo, InviteDeskEight alternatives
Bizzabo, Eventbrite, Eventzilla, RainFocus, RingCentral Events, SpotMe, Swoogo, WhovaTwo alternatives
EventCreate, Zoho BackstageLlama 4 MaverickBizzaboBizzabo, EventsAirChangedno first choiceno first choiceno first choiceagainst: Cvent Event Marketing & Management, Eventbrite, Whova
Qwen 3.7 FlashAcceleventsagainst: Cvent Event Marketing & ManagementSwoogoChangedagainst: Cvent Event Marketing & Management, Eventbrite, SAP Marketing Cloudno first choiceTicket Tailor, Zeffyno first choiceagainst: BigMarker, CrowdComms, Cvent Event Marketing & Management, Eventbrite, RingCentral Events, Ticketmaster LiveStyle, Whova, vFairs
Three alternatives
Bizzabo, Converve, StovaThree alternatives
Bizzabo, InviteDesk, RingCentral EventsSix alternatives
Accelevents, Bizzabo, Cvent Event Marketing & Management, Eventbrite, Whova, vFairsTwo alternatives
Eventbrite, EventzillaKimi K2SwoogoSwoogoHeldagainst: Cvent Event Marketing & Managementno first choiceEventbrite, Zoho Backstageno first choiceagainst: Eventbrite, InEvent
Three alternatives
Accelevents, Bizzabo, GoldcastTwo alternatives
Bizzabo, WhovaNine alternatives
Bizzabo, Cvent Event Marketing & Management, Eventbrite, RainFocus, Remo, RingCentral Events, Swoogo, Whova, vFairsTwo alternatives
Eventzilla, WhovaGLM 4.7 FlashXBizzabo, Cvent Event Marketing & ManagementEventzilla, InviteDeskChangedagainst: EventbriteBizzabo, Cvent Event Marketing & ManagementZeffyagainst: Schedno first choiceagainst: Cvent Event Marketing & Management, Event Manager, Eventbrite, WP Event Manager
Three alternatives
Swoogo, Whova, vFairsTwo alternatives
EventCreate, RainFocusSix alternatives
Eventbrite, Eventcube, RingCentral Events, Whova, Zoho Backstage, vFairsEight alternatives
EventCreate, Eventbrite, Eventzilla, Givebutter, Monday.com, Ticket Tailor, TicketSource, Zoho BackstageMiniMax M2.5Eventzilla, vFairsagainst: Cvent Event Marketing & ManagementCvent Event Marketing & Management, Eventzilla, InviteDeskChangedno first choiceEventbriteno first choiceagainst: Eventbrite, Eventflow, ExpoPlatform
Three alternatives
Bizzabo, Goldcast, Webex Events/WebinarsTwo alternatives
Swoogo, WhovaThree alternatives
Eventzilla, Whova, Zoho BackstageGPT-6 LunaSwoogoagainst: Cvent Event Marketing & ManagementSwoogoHeldCvent Event Marketing & ManagementLumaagainst: Cvent Event Marketing & Managementno first choiceagainst: Cvent Event Marketing & Management, RSVPify
One alternative
BizzaboTwo alternatives
Bizzabo, Cvent Event Marketing & ManagementEight alternatives
Bizzabo, Eventbrite, Luma, RainFocus, Splash, Swoogo, Whova, vFairsOne alternative
EventbriteMuse Glimmer 30BBizzaboagainst: EventbriteSwoogoChangedagainst: Cvent Event Marketing & Management, RainFocusBizzabo, Cvent Event Marketing & ManagementZeffyno first choiceagainst: Event Tickets Center, Eventbrite, StubHub, TicketWeb / TicketWeb US, Ticketmaster
Two alternatives
Cvent Event Marketing & Management, SwoogoThree alternatives
Bizzabo, Blackthorn Events, InviteDeskFive alternatives
Eventbrite, RingCentral Events, Swoogo, Whova, vFairsFour alternatives
Eventbrite, Swoogo, Ticket Tailor, WhovaBold 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 09:23 | yes | 10 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 15:57 | yes | 3 | 11 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 16:53 | yes | 12 | 26 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 12:25 | yes | 10 | 5 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:46 | yes | 9 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 15:35 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:40 | yes | 21 | 19 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 16:19 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 08:52 | yes | 5 | 26 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:45 | yes | 14 | 45 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:40 | yes | 14 | 30 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:20 | yes | 5 | 25 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:38 | yes | 3 | 18 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:41 | yes | 13 | 16 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 14:58 | yes | 9 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 17:05 | yes | 5 | 5 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 16:04 | yes | 12 | 24 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 11:22 | yes | 10 | 4 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:46 | yes | 10 | 11 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 17:35 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 16:41 | yes | 25 | 63 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 17:23 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 16:32 | yes | 5 | 19 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:10 | yes | 25 | 48 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:50 | yes | 14 | 23 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 08:36 | yes | 5 | 26 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:00 | yes | 3 | 19 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:50 | yes | 14 | 22 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:24 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 15:08 | yes | 4 | 8 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 11:54 | yes | 13 | 21 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 14:37 | yes | 10 | 5 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:00 | yes | 9 | 15 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:22 | yes | 10 | 10 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:29 | yes | 15 | 27 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 13:31 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 16:58 | yes | 5 | 17 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 17:30 | yes | 15 | 53 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:32 | yes | 25 | 73 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 14:42 | no | 0 | 19 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 15:01 | yes | 10 | 35 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 14:28 | yes | 13 | 27 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 16:58 | yes | 10 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:48 | yes | 2 | 4 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 15:17 | yes | 8 | 22 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 10:57 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:23 | yes | 10 | 10 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:53 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:25 | yes | 21 | 30 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:35 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 14:56 | yes | 10 | 20 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:25 | yes | 15 | 20 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:39 | yes | 14 | 26 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:26 | yes | 5 | 23 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:35 | yes | 3 | 10 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 17:11 | yes | 15 | 22 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 08:33 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:22 | no | 0 | 7 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 11:00 | no | 0 | 17 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 09:30 | yes | 10 | 7 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:51 | yes | 15 | 16 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:25 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:49 | yes | 23 | 37 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 13:01 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:54 | no | 0 | 28 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:04 | yes | 19 | 29 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:58 | no | 0 | 31 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:55 | no | 0 | 11 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 13:41 | yes | 3 | 18 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:44 | yes | 15 | 23 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:52 | yes | 19 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 09:38 | yes | 0 | 5 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 10:06 | yes | 8 | 21 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 14:26 | yes | 10 | 4 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:35 | yes | 9 | 12 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 16:55 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 16:56 | yes | 24 | 26 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 16:30 | yes | 5 | 4 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 13:01 | no | 0 | 29 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 08:37 | yes | 25 | 35 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:44 | yes | 25 | 78 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:12 | yes | 15 | 23 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 15:01 | yes | 3 | 18 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 08:34 | yes | 25 | 33 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
Cvent read as Cvent Event Marketing & Management
Unresolved, counted raw
AnyRoad
Blackthorn Events
Canapii
Dryfta
Event Espresso
Event Manager (softwareadvice.com)
Event Smart
Event Tickets Center
Eventflow
Evite
ExpoPlatform
FooEvents
Givebutter
StubHub
TicketLeap
TicketTailor
TicketWeb / TicketWeb US
Ticketmaster LiveStyle
WooCommerce Events
WordPress with event plugins
gther
xdede (Xplor)
Discontinued, still offered
No shut-down product was recommended here.