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. 50 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the October 2026 Edition on October 4, 2026; its answers are read by the distilled judge (ai-indexes-judge-qwen3-14b-run3), not the claude-opus-5 judge of the earlier categories: how the two compare.
Standing · first-choice share
28%
Contested · Swoogo 20%
28Bizzabo20Swoogo14Eventbrite38others
28% of first choices, contested.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for a mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince September 2026
07
Cvent Event Marketing & Management6%47%57criticized challengernewNew since September 2026: not ranked then, 6% now.
Cvent Event Marketing & Management6%47%57criticized challengernewNew since September 2026: not ranked then, 6% now.Show the three products at 0%, ordered by negative rate
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
All twenty-eight head-to-head pages: the top eight products, each against each
Bizzabo vs Ticket TailorBizzabo vs Zoho BackstageBizzabo vs Cvent Event Marketing & ManagementBizzabo vs EventzillaSwoogo vs EventbriteSwoogo vs AcceleventsSwoogo vs Ticket TailorSwoogo vs Zoho BackstageSwoogo vs Cvent Event Marketing & ManagementSwoogo vs EventzillaEventbrite vs AcceleventsEventbrite vs Ticket TailorEventbrite vs Zoho BackstageEventbrite vs Cvent Event Marketing & ManagementEventbrite vs EventzillaAccelevents vs Ticket TailorAccelevents vs Zoho BackstageAccelevents vs Cvent Event Marketing & ManagementAccelevents vs EventzillaTicket Tailor vs Zoho BackstageTicket Tailor vs Cvent Event Marketing & ManagementTicket Tailor vs EventzillaZoho Backstage vs Cvent Event Marketing & ManagementZoho Backstage vs EventzillaCvent Event Marketing & Management vs Eventzilla
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
01
02
03
04
05
0607
08
09
10
11Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Bizzabo28%
Bizzabo28%02Swoogo20%
Swoogo20%03Eventbrite14%
Eventbrite14%04Accelevents6%
Accelevents6%05Ticket Tailor6%
Ticket Tailor6%06Zoho Backstage6%
Zoho Backstage6%07Cvent Event Marketing & Management6%
Cvent Event Marketing & Management6%08Eventzilla4%
Eventzilla4%09Whova0%
Whova0%10vFairs0%
vFairs0%11RingCentral Events0%
RingCentral Events0%What they warned about
Six of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, Gemini 3.5 Flash, Grok 4.1 Fast, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, 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.
Eventbrite39%
21 of 54 labels negative · 13 of 14 models · 8 hard negative
“**Avoid if:** You are selling tickets under $25 (too expensive), selling high-end corporate tickets (no fee cap), or want exclusive ownership of your attendee database.” Gemini 3.5 Flash, negative prompt
Cvent Event Marketing & Management47%
27 of 57 labels negative · 11 of 14 models · 10 hard negative
“Cvent ... Price Increases ... High Cost: Generally considered expensive and less accessible for smaller organizations” GLM 4.7 FlashX, negative prompt
vFairs19%
4 of 21 labels negative · 4 of 14 models · 2 hard negative
“Huntress security research found software flaws and misconfigurations in two of the top five virtual event platforms: ... VFairs.” Muse Glimmer 30B, negative prompt
Whova13%
4 of 31 labels negative · 3 of 14 models · 2 hard negative
“**Avoid if:** Your audience consists of highly academic, scientific, or senior executive professionals... *Better Alternatives:* Sched or CrowdComms.” Gemini 3.5 Flash, negative prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
76 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. 1034 links across 202 sites, every framing counted. Ranked by the number of answers carrying the site or page. None of the 252 answers across every segment cited this index's own page for the category.
vendor site · Bizzabo42 answers · 69 citations · 13 models
40 answers · 50 citations · 13 models
vendor site · Rework31 answers · 39 citations · 10 models
vendor site · Eventify30 answers · 47 citations · 12 models
vendor site · Capterra28 answers · 50 citations · 12 models
25 answers · 38 citations · 12 models
vendor site · Eventzilla25 answers · 36 citations · 10 models
vendor site · Zoho21 answers · 24 citations · 10 models
vendor site · InEvent20 answers · 26 citations · 11 models
vendor site · Zuddl18 answers · 22 citations · 10 models
vendor site · Whova17 answers · 24 citations · 10 models
vendor site · InviteDesk16 answers · 21 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.
35 answers · 11 models
28 answers · 10 models
27 answers · 12 models
23 answers · 10 models
21 answers · 12 models
18 answers · 10 models
17 answers · 8 models
16 answers · 7 models
14 answers · 7 models
13 answers · 10 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 | 28% | 221 | 2,400 | 41 | 13,809 | $8 | 15 | |
| Swoogo swoogo.events | 20% | 84 | 4,400 | 49 | 17,342 | 25 | ||
| Eventbrite eventbrite.com | 14% | 144 | 673,000 | 4,192 | 11,231,792 | $483 | 25 | |
| Accelevents accelevents.com | 6% | 37 | 1,600 | 96 | 4,231 | $17 | 40 | 1 |
| Ticket Tailor tickettailor.com | 6% | 26 | 12,100 | 116 | 128,324 | 47 | ||
| Zoho parent site Zoho Backstage 6% | 6% | 37 | 1,000 | 19 | ||||
| Cvent Event Marketing & Management cvent.com | 6% | 164 | 0 | 1,714,548 | 73 | |||
| Eventzilla eventzilla.net | 4% | 39 | 880 | 3 | 6,888 | 1 | ||
| RSVPify rsvpify.com | 2% | 20 | 22,200 | 100 | 99,488 | 85 | ||
| Luma luma.com | 2% | 19 | 90,500 | 7,669 | 109,488 | 24 |
Google's top ten for the two searches hold 15 sites; 1 of them are among the sites the models cited here (whova.com). 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, SwoogoChangedagainst: Cvent Event Marketing & ManagementCvent Event Marketing & ManagementEventleaf, RSVPifyno first choiceagainst: Airmeet, Cvent Event Marketing & Management, EventMobi, Eventbrite, Events.com, Whova, vFairs
Two alternatives
Accelevents, SwoogoTwo alternatives
Bizzabo, WhovaSix alternatives
Bizzabo, Eventbrite, RingCentral Events, Swoogo, Whova, vFairsFour alternatives
Eventbrite, Google Forms, Luma, SlidoGPT-5.4 miniCvent Event Marketing & ManagementCvent Event Marketing & ManagementHeldEventbriteEventbriteno first choiceagainst: Eventbrite, Partiful
Two alternatives
Bizzabo, SwoogoTwo alternatives
EventMobi, Expo PassThree alternatives
Bizzabo, Cvent Event Marketing & Management, RingCentral EventsTwo alternatives
Eventzilla, SchedGemini 3.5 FlashGoldcastagainst: Cvent Event Marketing & ManagementBizzaboChangedagainst: Cvent Event Marketing & Management, EventbriteCvent Event Marketing & Managementagainst: EventbriteTicket Tailoragainst: Bizzabo, Cvent Event Marketing & Management, EventbriteBizzabo, Swoogoagainst: Cvent Event Marketing & Management, Eventbrite, EventsAiragainst: Cvent Event Marketing & Management, Eventbrite, Ungerboeck, Whova
Three alternatives
Bizzabo, Splash, SwoogoThree alternatives
Swoogo, Webex Webinars, ZuddlSeven alternatives
Bizzabo, EventsAir, Luma, Splash, Swapcard, Swoogo, WhovaFour alternatives
Eventcube, TicketSpice, Zeffy, Zoho BackstageThree alternatives
Accelevents, EventMobi, WhovaPerplexity SonarBizzaboagainst: Cvent Event Marketing & ManagementBizzaboHeldagainst: RainFocusCvent Event Marketing & ManagementZoho Backstageagainst: Whovano first choiceagainst: Cvent Event Marketing & Management, Eventbrite, Stova, Whova, vFairs
Two alternatives
Accelevents, EventzillaTwo alternatives
Cvent Event Marketing & Management, SwoogoSeven alternatives
Bizzabo, Eventbrite, Swapcard, Webex Events/Webinars, Whova, Zoho Backstage, vFairsTwo alternatives
Eventbrite, Ticket TailorGrok 4.1 FastBizzaboagainst: Cvent Event ManagementSwoogoChangedagainst: EventbriteCvent Event Marketing & ManagementEventbriteCvent Event Marketing & Managementagainst: Eventzillaagainst: Bizzabo, Cvent Event Marketing & Management, Eventbrite
Two alternatives
Accelevents, WhovaTwo alternatives
Bizzabo, Cvent Event Marketing & ManagementFive alternatives
Bizzabo, Eventbrite, RingCentral Events, Swoogo, WhovaFour alternatives
Eventleaf, RSVPify, Ticket Tailor, idloom-eventsThree alternatives
Bizzabo, Zoho Backstage, monday Work ManagementMistral SmallBizzaboBizzabo, SwoogoChangedno first choiceEventbriteno first choiceagainst: Asana, Basecamp, BoomPop, Cvent Event Marketing & Management, Eventbrite, Slack, Trello
One alternative
AcceleventsTwo alternatives
InviteDesk, RingCentral EventsTwo alternatives
Splash, WhovaDeepSeek V4 FlashAcceleventsagainst: Cvent Event Marketing & ManagementSwoogoChangedagainst: Cvent Event Marketing & Management, EventbriteCvent Event Marketing & ManagementTicket Tailoragainst: Bizzabo, Cvent Event Marketing & Management, InEvent, Remono first choiceagainst: Bizzabo, Cvent Event Marketing & Management, Eventbrite, Remo
Two alternatives
Bizzabo, SwoogoTwo alternatives
Bizzabo, WhovaFive alternatives
Bizzabo, Eventbrite, RingCentral Events, Swoogo, WhovaFour alternatives
Eventbrite, Eventzilla, RSVPify, WhovaLlama 4 Maverickno first choiceBizzaboChangedno first choiceEventbriteno first choicenothing named
Four alternatives
Cvent Event Marketing & Management, Eventbrite, RainFocus, SwoogoQwen 3.7 FlashBizzaboBizzaboHeldno first choiceLuma, Ticket Tailoragainst: RingCentral Events, vFairsKlapperzagainst: Eventbrite, RingCentral Events
Two alternatives
Cvent Event Marketing & Management, WhovaTwo alternatives
Accelevents, SwoogoSix alternatives
Bizzabo, Cvent Event Marketing & Management, Eventbrite, RegFox, RingCentral Events, SplashFive alternatives
Eventbrite, IndieVivo, Remo, Stripe Payment Links, Zoom WebinarsFive alternatives
Airtable, Bizzabo, Cvent Event Marketing & Management, Gatheround, RingCentral EventsKimi K2Acceleventsagainst: Cvent Event Marketing & ManagementSwoogoChangedagainst: Cvent Event Marketing & ManagementCvent Event Marketing & Management, EventbriteEventbriteno first choiceagainst: Cvent Event Marketing & Management, Eventbrite
Three alternatives
Bizzabo, Eventzilla, ZuddlThree alternatives
Bizzabo, EventMobi, EventzillaFour alternatives
Bizzabo, Eventpipe, RingCentral Events, WhovaThree alternatives
RSVPify, Whova, Zoho BackstageGLM 4.7 FlashXBizzabo, SwoogoSwoogoChangedagainst: Cvent Event Marketing & Management, Eventbriteno first choiceagainst: TicketmasterEventbriteno first choiceagainst: Cvent Event Marketing & Management, Eventbrite, WordPress Event Manager
Two alternatives
Accelevents, EventzillaOne alternative
BizzaboThree alternatives
Luma, Taskade Genesis, Zoho BackstageMiniMax M2.5Eventzillaagainst: Cvent Event Marketing & ManagementEventzillaHeldagainst: Cvent Event Marketing & ManagementCvent Event Marketing & ManagementZoho Backstageno first choiceagainst: Cvent Event Marketing & Management, Eventbrite
Two alternatives
Accelevents, ZuddlTwo alternatives
Bizzabo, WhovaFive alternatives
Bizzabo, Eventbrite, Webex Events/Webinars, Whova, vFairsTwo alternatives
Eventbrite, LumaGPT-6 LunaSwoogoagainst: Cvent Event Marketing & ManagementSwoogoHeldagainst: Eventbriteno first choiceZoho Backstageno first choiceagainst: Eventbrite, StubHub, Ticketmaster
One alternative
BizzaboTwo alternatives
Bizzabo, Cvent Event Marketing & ManagementSeven alternatives
Bizzabo, Cvent Event Marketing & Management, Eventbrite, Splash, Swoogo, Whova, vFairsTwo alternatives
Eventbrite, Ticket TailorMuse Glimmer 30BBizzaboagainst: Cvent Event Marketing & ManagementBizzaboHeldagainst: Cvent Event Marketing & ManagementBizzabo, Cvent Event Marketing & ManagementEventbriteno first choiceagainst: 6Connex, Cvent Event Marketing & Management, Eventbrite, Ticketmaster, Zoom Webinars, vFairs
Three alternatives
Accelevents, Eventzilla, SwoogoTwo alternatives
Accelevents, Ticket TailorThree alternatives
Eventbrite, RingCentral Events, vFairsFour alternatives
Eventleaf, Eventzilla, RSVPify, TixFoxBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency. Full answer text is in the free responses file. Download the record
Eighty-four rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:36 | yes | 9 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:34 | yes | 2 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:38 | yes | 17 | 27 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-04 21:36 | yes | 19 | 2 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:29 | yes | 24 | 9 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:23 | yes | 17 | 16 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:33 | yes | 20 | 23 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:29 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:17 | yes | 10 | 29 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:17 | yes | 13 | 34 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:39 | yes | 14 | 19 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:18 | yes | 10 | 18 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:38 | yes | 4 | 22 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:24 | yes | 13 | 18 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:24 | yes | 16 | 11 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:26 | yes | 3 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:35 | yes | 13 | 22 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-04 21:33 | yes | 19 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:35 | yes | 19 | 8 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:19 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:37 | yes | 25 | 55 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:34 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:32 | yes | 10 | 27 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:36 | yes | 18 | 21 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:16 | yes | 19 | 30 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:40 | yes | 23 | 92 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:39 | yes | 5 | 16 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:38 | yes | 13 | 20 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:31 | yes | 10 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:28 | yes | 5 | 6 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:19 | yes | 22 | 27 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-04 21:31 | yes | 19 | 3 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:22 | yes | 22 | 9 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:28 | yes | 10 | 9 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:21 | yes | 21 | 23 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:35 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:22 | yes | 10 | 22 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:28 | yes | 10 | 40 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:21 | yes | 25 | 35 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:27 | yes | 10 | 14 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:31 | yes | 7 | 21 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:40 | yes | 23 | 38 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:31 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:24 | yes | 3 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:16 | yes | 20 | 26 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-04 21:17 | yes | 20 | 4 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:25 | yes | 23 | 9 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:39 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:33 | yes | 23 | 21 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:35 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:33 | no | 0 | 23 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:37 | yes | 13 | 24 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:33 | yes | 15 | 15 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:16 | yes | 10 | 29 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:26 | yes | 3 | 9 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:20 | yes | 14 | 18 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:28 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:17 | no | 0 | 8 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:21 | yes | 12 | 26 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-04 21:31 | yes | 16 | 4 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:21 | yes | 14 | 8 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:21 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:38 | yes | 16 | 40 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:20 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:39 | no | 0 | 27 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:28 | yes | 12 | 22 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:34 | no | 0 | 9 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:39 | no | 0 | 9 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:31 | yes | 3 | 15 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:30 | no | 0 | 10 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:17 | yes | 16 | 13 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:18 | yes | 3 | 5 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:38 | yes | 22 | 28 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-04 21:23 | yes | 19 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:28 | yes | 25 | 10 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:37 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:38 | yes | 24 | 41 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:30 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:38 | yes | 25 | 43 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:35 | yes | 24 | 26 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:19 | yes | 23 | 18 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:18 | yes | 9 | 20 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:37 | yes | 3 | 23 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:34 | yes | 21 | 27 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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Category-scoped readings
Cvent read as Cvent Event Marketing & Management
Unresolved, counted raw
AnyRoad
Asana Personal
Caterease
CrowdComms
Cvent Event Management
Events.com
Gatheround
IndieVivo
Klapperz
Momentus Elite
OBS Studio
Stripe Payment Links
StubHub
TicketTailor
TixFox
Townhall
Ungerboeck (rebranded as Momentus Technologies)
WordPress Event Manager
gther
Discontinued, still offered
No shut-down product was recommended here.