Event management platforms for small business buyers
Asked as “event management platform”, and as “in-person event registration and management software”, on behalf of a small B2B company. 53 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
19%
Contested · Eventbrite 15%
19Zoho Backstage15Eventbrite09Luma57others
19% 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 small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the one product at 0%, ordered by negative rate
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.
For buyers
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
06
07
08
09
10
11Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative30%
Key
01Zoho Backstage19%
Zoho Backstage19%02Eventbrite15%
Eventbrite15%03Luma9%
Luma9%04Eventzilla8%
Eventzilla8%05Ticket Tailor8%
Ticket Tailor8%06Swoogo8%
Swoogo8%07Whova6%
Whova6%08Bizzabo4%
Bizzabo4%09RSVPify2%
RSVPify2%10Cvent Event Marketing & Management2%
Cvent Event Marketing & Management2%11RingCentral Events0%
RingCentral Events0%What they warned about
Two 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, Kimi K2, MiniMax M2.5, GPT-6 Luna 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 & Management80%
36 of 45 labels negative · 14 of 14 models · 23 hard negative
“Cvent is frequently criticized by small business users for its **opaque pricing**, **steep learning curve**, and **complex user interface**. It is often overkill” Qwen 3.7 Flash, negative prompt
Eventbrite32%
21 of 66 labels negative · 14 of 14 models · 4 hard negative
“dramatic pricing hikes and fee restructures have made it one of the most expensive and frustrating platforms for budget-conscious creators” Gemini 3.5 Flash, negative prompt
Bizzabo69%
29 of 42 labels negative · 12 of 14 models · 16 hard negative
“What to avoid for a small B2B team: Platforms built for mid-market/enterprise conferences. For example, "Bizzabo calls itself an Event Experience OS."” Muse Glimmer 30B, paraphrase prompt
Whova23%
8 of 35 labels negative · 7 of 14 models · 1 hard negative
“**Whova** | No published pricing, requires sales demo, unpredictable costs” Kimi K2, direct 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
78 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. 1003 links across 189 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.
50 answers · 60 citations · 13 models
vendor site · Bizzabo45 answers · 54 citations · 13 models
vendor site · Capterra44 answers · 73 citations · 13 models
vendor site · Eventify33 answers · 47 citations · 11 models
vendor site · Zoho32 answers · 52 citations · 12 models
vendor site · Rework32 answers · 43 citations · 9 models
vendor site · Eventzilla28 answers · 36 citations · 10 models
27 answers · 60 citations · 10 models
21 answers · 25 citations · 12 models
vendor site · Whova19 answers · 25 citations · 8 models
vendor site · Eventbrite18 answers · 24 citations · 10 models
vendor site · Mailmodo17 answers · 17 citations · 6 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.
42 answers · 11 models
37 answers · 13 models
28 answers · 9 models
27 answers · 10 models
24 answers · 9 models
24 answers · 10 models
22 answers · 11 models
17 answers · 6 models
17 answers · 10 models
16 answers · 8 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 |
|---|---|---|---|---|---|---|---|---|
| Zoho parent site Zoho Backstage 19% | 19% | 37 | 1,000 | 19 | ||||
| Eventbrite eventbrite.com | 15% | 144 | 673,000 | 4,192 | 11,231,792 | $483 | 25 | |
| Luma luma.com | 9% | 19 | 90,500 | 7,669 | 109,488 | 24 | ||
| Eventzilla eventzilla.net | 8% | 39 | 880 | 3 | 6,888 | 1 | ||
| Ticket Tailor tickettailor.com | 8% | 26 | 12,100 | 116 | 128,324 | 47 | ||
| Swoogo swoogo.events | 8% | 84 | 4,400 | 49 | 17,342 | 25 | ||
| Whova whova.com | 6% | 133 | 14,800 | 329 | 32,703 | 0 | 5 | |
| RegFox regfox.com | 6% | 12 | ||||||
| Accelevents accelevents.com | 4% | 37 | 1,600 | 96 | 4,231 | $17 | 40 | 1 |
| Bizzabo bizzabo.com | 4% | 221 | 2,400 | 41 | 13,809 | $8 | 15 |
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 small B2B company?”Paraphrase“Which in-person event registration and management software would you recommend to a small business that sells to other businesses?”Comparative“What are the top event management platforms for a small team and how do they differ?”Budget-constrained“What is the best event management platform for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating an event management platform. What should we look at?”Negative“Which event management platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5Zoho BackstageSunfish EventsChangedEventbriteagainst: Bizzabo, Cvent Event Marketing & ManagementEventbriteno first choiceagainst: Cvent Event Marketing & Management, Eventbrite, Eventzilla, Swoogo, Whova
Three alternatives
Bizzabo, Eventbrite, EventleafFour alternatives
Bizzabo, Eventleaf, Eventzilla, SwoogoThree alternatives
Airtable, Notion, WhovaThree alternatives
Luma, RSVPify, Ticket TailorGPT-5.4 miniWhovaagainst: BizzaboCvent Event Marketing & ManagementChangedEventbriteagainst: Cvent Event Marketing & ManagementRSVPifyno first choiceagainst: Eventbrite, WeTravel
Two alternatives
Eventbrite, RSVPifyOne alternative
BizzaboFive alternatives
ClickUp, RingCentral Events, Sched, Webex Webinars, WhovaThree alternatives
EventCreate, Eventzilla, SchedGemini 3.5 FlashGoldcast, Lumaagainst: Bizzabo, Cvent Event Marketing & Management, EventbriteWhovaChangedagainst: Bizzabo, Cvent Event Marketing & Management, SwoogoLumaagainst: Cvent Event Marketing & Management, EventbriteLuma, Ticket Tailoragainst: Bizzabo, Cvent Event Marketing & Management, EventbriteLu.maagainst: Cvent Event Marketing & Management, Eventbriteagainst: Airtable, Bizzabo, Cvent Event Marketing & Management, Eventbrite, Monday.com, Notion, RingCentral Events, vFairs
Three alternatives
Accelevents, Livestorm, WhovaTwo alternatives
Accelevents, EventleafThree alternatives
RSVPify, Ticket Tailor, Zoho BackstageOne alternative
RSVPifyFour alternatives
Eventify, RSVPify, Splash, SwoogoPerplexity SonarZoho Backstageagainst: Bizzabo, Cvent Event Marketing & ManagementBizzaboChangedagainst: EventbriteEventbriteTicket Tailoragainst: Lumano first choiceagainst: Bizzabo, Cvent Event Marketing & Management, Swapcard, Whova
One alternative
EventbriteThree alternatives
Jotform, RegFox, Ticket TailorFour alternatives
EventCreate, RSVPify, Whova, Zoho BackstageTwo alternatives
Eventbrite, Zoho BackstageGrok 4.1 FastAccelevents, Eventbrite, Swoogoagainst: Cvent Event Marketing & Management, RingCentral EventsEventbriteChangedagainst: Bizzabo, Cvent Event Marketing & ManagementEventbrite, Swoogoagainst: Bizzabo, Cvent Event Marketing & ManagementEventbriteagainst: Bizzabo, Cvent Event Marketing & Management, Whovano first choiceagainst: Cvent Event Marketing & Managementagainst: Cvent Event Marketing & Management, Eventbrite
Two alternatives
Airmeet, LivestormThree alternatives
RegFox, Swoogo, Ticket TailorThree alternatives
Eventzilla, RSVPify, WhovaOne alternative
Zoho BackstageMistral SmallEventzilla, Zoho Backstageagainst: BizzaboJotform, RegFoxChangedEventbrite, Zoho BackstageEventbriteno first choiceagainst: Bizzabo, Cvent Event Marketing & Management, Eventbrite
One alternative
BizzaboThree alternatives
Cvent Event Marketing & Management, Eventzilla, WhovaDeepSeek V4 FlashZoho Backstageagainst: Bizzabo, Cvent Event Marketing & Management, EventMobiEventzillaChangedagainst: Bizzabo, EventbriteEventbrite, Zoho Backstageagainst: Accelevents, BizzaboLumaAccelevents, Swoogo, Zoho Backstageagainst: Bizzabo, Cvent Event Marketing & Management, Eventbriteagainst: Cvent Event Marketing & Management, Eventbrite, Tripleseat, Whova
Two alternatives
Eventbrite, SwoogoOne alternative
WhovaThree alternatives
Eventzilla, Swoogo, WhovaThree alternatives
Eventbrite, Ticket Tailor, Zoho BackstageTwo alternatives
Eventzilla, WhovaLlama 4 Maverickno first choiceno first choiceHeldEventbriteagainst: BizzaboTicket Tailorno first choiceagainst: Cvent Event Marketing & Management, Eventbrite
Four alternatives
Accelevents, RingCentral Events, Swoogo, WhovaTwo alternatives
Softr, Zoho BackstageQwen 3.7 FlashWhovaagainst: Bizzabo, RingCentral EventsRegFoxChangedagainst: EventbriteEventbriteEventbrite, Ticket Tailoragainst: Bizzabo, Cvent Event Marketing & Managementno first choiceagainst: Bizzabo, Cvent Event Marketing & Managementagainst: Bizzabo, Cvent Event Marketing & Management, EventCreate, Eventbrite, Hubilo, Whova
Three alternatives
Eventbrite, HubSpot Events, SplashTwo alternatives
Jotform Events, SplashFour alternatives
Luma, Swoogo, Whova, Zoho BackstageOne alternative
EventzillaSix alternatives
Calendly, Eventbrite, Evite, RingCentral Events, Setmore, Zoom WebinarsKimi K2Lumaagainst: Bizzabo, Cvent Event Marketing & Management, WhovaRegFoxChangedagainst: JotformEventbriteagainst: Cvent Event Marketing & ManagementEventbrite, Zoho Backstageno first choiceagainst: Bizzabo, Cvent Event Marketing & Management, Eventbrite, RingCentral Events, Whova
Two alternatives
Accelevents, EventbriteTwo alternatives
Eventbrite, WhovaFour alternatives
Eventzilla, RegFox, Splash, WhovaTwo alternatives
Splash, WhovaGLM 4.7 FlashXSwoogoagainst: Cvent Event Marketing & ManagementSwoogoHeldagainst: Bizzabo, Cvent Event Marketing & ManagementEventbriteagainst: BizzaboTitono first choiceagainst: Cvent Event Marketing & Management, EventCreate, Eventbrite
Three alternatives
Bizzabo, Eventbrite, LumaTwo alternatives
Eventbrite, MoblyTwo alternatives
Planning Pod, Zoho BackstageThree alternatives
Eventbrite, Eventzilla, Ticket TailorMiniMax M2.5no first choiceBizzabo, EventzillaChangedEventbriteEventzilla, Zoho Backstageno first choiceagainst: Cvent Event Marketing & Management, Eventbrite, Tripleseat
Three alternatives
Jotform, RegFox, WhovaTwo alternatives
Bizzabo, WhovaThree alternatives
Bitrix24, Bookwhen, Brown Paper TicketsGPT-6 LunaLumaagainst: SwoogoZoho BackstageChangedagainst: SwoogoEventbriteZoho Backstageno first choiceagainst: Cvent Event Marketing & Management, Eventbrite, Whova
One alternative
EventbriteTwo alternatives
Eventbrite, WhovaFive alternatives
Eventzilla, Planning Pod, Ticket Tailor, Whova, Zoho BackstageTwo alternatives
Luma, Ticket TailorMuse Glimmer 30BEventbriteagainst: Cvent Event Marketing & ManagementEventtiaChangedagainst: BizzaboEventbrite, Whovaagainst: Bizzabo, Cvent Event Marketing & Management, RingCentral EventsZoho Backstageno first choiceagainst: Bizzabo, Cvent Event Marketing & Management, Eventbrite, Swoogo, Webex Webinars, vFairs
Three alternatives
Bizzabo, HubSpot Events, HubSpot Marketing HubTwo alternatives
Jotform, RegFoxSix alternatives
Accelevents, Luma, Now Book It, Partiful, RingCentral Events, SwoogoTwo alternatives
Eventbrite, Ticket TailorBold 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 21:17 | yes | 10 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:17 | yes | 3 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:36 | yes | 26 | 26 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-04 21:39 | yes | 18 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:30 | yes | 22 | 8 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:20 | yes | 11 | 6 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:30 | yes | 19 | 24 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:31 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:26 | yes | 14 | 19 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:24 | yes | 12 | 34 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:25 | yes | 17 | 23 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:34 | yes | 6 | 39 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:23 | yes | 3 | 18 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:22 | yes | 13 | 18 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:17 | yes | 9 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:25 | yes | 2 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:31 | yes | 18 | 25 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-04 21:23 | yes | 19 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:18 | yes | 22 | 10 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:39 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:34 | yes | 23 | 28 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:28 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:29 | yes | 5 | 27 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:32 | yes | 12 | 24 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:19 | yes | 20 | 21 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:23 | yes | 14 | 42 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:35 | yes | 5 | 18 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:21 | yes | 14 | 16 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:25 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:23 | yes | 4 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:35 | yes | 27 | 34 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-04 21:25 | yes | 17 | 5 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:39 | yes | 17 | 9 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:25 | yes | 10 | 10 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:27 | yes | 22 | 25 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:22 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:21 | yes | 9 | 25 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:33 | yes | 13 | 65 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:20 | yes | 22 | 31 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:30 | yes | 8 | 14 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:30 | yes | 6 | 27 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:37 | yes | 11 | 31 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:17 | yes | 9 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:24 | yes | 4 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:39 | yes | 14 | 22 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-04 21:33 | yes | 20 | 4 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:17 | yes | 23 | 10 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:38 | yes | 5 | 2 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:29 | yes | 19 | 21 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:23 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:27 | yes | 5 | 17 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:36 | yes | 8 | 37 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:30 | yes | 14 | 28 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:39 | yes | 12 | 17 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:18 | yes | 3 | 11 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:27 | yes | 21 | 31 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:31 | no | 0 | 5 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:22 | no | 0 | 6 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:29 | yes | 10 | 22 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-04 21:32 | yes | 16 | 3 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:23 | yes | 14 | 10 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:19 | no | 0 | 5 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:38 | yes | 17 | 36 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:25 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:35 | no | 0 | 25 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:19 | yes | 17 | 20 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:18 | yes | 15 | 17 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:17 | no | 0 | 7 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:24 | yes | 3 | 14 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:28 | no | 0 | 3 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:30 | yes | 9 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:37 | yes | 5 | 5 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:27 | yes | 16 | 25 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-04 21:18 | yes | 19 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:19 | yes | 21 | 8 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:33 | yes | 5 | 25 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:30 | yes | 24 | 35 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:29 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:26 | yes | 13 | 34 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:39 | yes | 23 | 48 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:20 | yes | 24 | 28 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:18 | yes | 23 | 26 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:21 | yes | 3 | 14 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:20 | yes | 22 | 25 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
Attendease
Bookwhen
Brown Paper Tickets
Deelo Events
Eventee
Evite
Fienta
Humanitix
Jotform Events
Lu.ma (Luma)
Mentimeter
Planfix
RegEvents
Sunfish Events
TouchSuite
WeTravel
YesEvents
Discontinued, still offered
No shut-down product was recommended here.