Event management platforms for enterprise buyers
Asked as “event management platform”, and as “in-person event registration and management software”, on behalf of an enterprise B2B company. 55 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
49%
Clear leader
49Cvent Event Marketing & Management29Bizzabo09Swoogo13others
49% of first choices, clear leader.
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 an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the seven products 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.
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% negative60%
Key
01Cvent Event Marketing & Management49%
Cvent Event Marketing & Management49%02Bizzabo29%
Bizzabo29%03Swoogo9%
Swoogo9%04RainFocus2%
RainFocus2%05SpotMe0%
SpotMe0%06InEvent0%
InEvent0%07vFairs0%
vFairs0%08Splash0%
Splash0%09Whova0%
Whova0%10RingCentral Events0%
RingCentral Events0%11Eventbrite0%
Eventbrite0%What they warned about
Three of fourteen models held their first choice under the paraphrase. GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Kimi K2, GLM 4.7 FlashX, 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 & Management25%
18 of 71 labels negative · 13 of 14 models
“does not publish a similarly straightforward unlimited-user/unlimited-registration price on the page I found, so predictability is harder to verify” GPT-5.4 mini, budget prompt
Eventbrite92%
22 of 24 labels negative · 12 of 14 models · 13 hard negative
“**Eventbrite** — avoid or be cautious for **private, invite-only enterprise programs** and large enterprise event portfolios” Perplexity Sonar, negative prompt
Whova32%
7 of 22 labels negative · 6 of 14 models · 2 hard negative
“Best avoided if your venue has unreliable WiFi or you need strong white-labeling capabilities.” Claude Haiku 4.5, negative prompt
Bizzabo12%
7 of 59 labels negative · 5 of 14 models · 3 hard negative
“Inconsistent customer support, especially during live events; platform fragmentation due to acquisitions; steep learning curve” Mistral Small, 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
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. 1073 links across 199 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 · Bizzabo56 answers · 105 citations · 14 models
vendor site · InEvent45 answers · 73 citations · 12 models
33 answers · 39 citations · 12 models
vendor site · Eventify29 answers · 44 citations · 12 models
vendor site · Rework28 answers · 34 citations · 10 models
vendor site · vFairs28 answers · 33 citations · 10 models
vendor site · Eventcombo26 answers · 32 citations · 11 models
vendor site · Zoho25 answers · 27 citations · 10 models
vendor site · Capterra24 answers · 30 citations · 11 models
22 answers · 36 citations · 11 models
vendor site · Guideflow17 answers · 22 citations · 9 models
vendor site · BoomPop17 answers · 21 citations · 9 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.
46 answers · 12 models
33 answers · 12 models
26 answers · 12 models
24 answers · 10 models
23 answers · 9 models
22 answers · 12 models
22 answers · 10 models
14 answers · 9 models
14 answers · 8 models
13 answers · 7 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 |
|---|---|---|---|---|---|---|---|
| Cvent Event Marketing & Management cvent.com | 49% | 164 | 0 | 1,714,548 | 73 | ||
| Bizzabo bizzabo.com | 29% | 221 | 2,400 | 41 | 13,809 | $8 | 15 |
| Swoogo swoogo.events | 9% | 84 | 4,400 | 49 | 17,342 | 25 | |
| EventsAir eventsair.com | 4% | 5 | |||||
| RainFocus rainfocus.com | 2% | 33 | 2,400 | 25 | 1,482 | $669 | 12 |
| Zuddl zuddl.com | 2% | 22 | 720 | 16 | 811 | 0 | |
| idloom idloom.com | 2% | 3 | |||||
| Microsoft parent site Microsoft Teams 2% | 2% | 63 | 2,240,000 | 403,136 | |||
| RegFox regfox.com | 2% | 12 | |||||
| SpotMe spotme.com | 0% | 26 | 5,400 | 481 | 13,687 | 5 |
Google's top ten for the two searches hold 15 sites; 1 of them are among the sites the models cited here (vfairs.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 an enterprise B2B company?”Paraphrase“Which in-person event registration and management software would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade event management platforms and how do they differ?”Budget-constrained“What is the best event management platform for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating an event management platform. What should we look at?”Negative“Which event management platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5Cvent Event Marketing & ManagementCvent Event Marketing & ManagementHeldCvent Event Marketing & ManagementSwoogoagainst: Cvent Event Marketing & Managementno first choiceagainst: Cvent Event Marketing & Management, Eventzilla, RingCentral Events, Whova, vFairs
Four alternatives
Bizzabo, Certain, Nunify, WhovaThree alternatives
Bizzabo, Whova, ZuddlFour alternatives
Bizzabo, InEvent, Whova, vFairsOne alternative
BizzaboGPT-5.4 miniBizzabo, Cvent Event Marketing & ManagementBizzaboChangedCvent Event Marketing & ManagementEventsAiragainst: Bizzabo, Cvent Event Marketing & Managementno first choiceagainst: Bizzabo, Eventbrite, RingCentral Events, Whova
Two alternatives
Cvent Event Marketing & Management, SpotMeTwo alternatives
Bizzabo, StovaGemini 3.5 FlashRainFocusCvent Event Marketing & ManagementChangedCvent Event Marketing & ManagementEventsAiragainst: Cvent Event Marketing & Managementno first choiceagainst: Cvent Event Marketing & Management, Eventbrite, Meetup, Microsoft Teams, RingCentral Events, Zoom Webinars
Four alternatives
Bizzabo, Cvent Event Marketing & Management, Goldcast, SwoogoThree alternatives
Bizzabo, RainFocus, SplashFive alternatives
Bizzabo, RainFocus, Stova, Swoogo, Webex WebinarsThree alternatives
InEvent, SpotMe, idloom-eventsPerplexity SonarBizzaboCvent Event Marketing & ManagementChangedCvent Event Marketing & ManagementCvent Event Marketing & Managementagainst: Acceleventsno first choiceagainst: BoomPop, Eventbrite
Two alternatives
Cvent Event Marketing & Management, RainFocusThree alternatives
Bizzabo, SpotMe, vFairsSix alternatives
Accruent EMS, Bizzabo, Momentus, SpotMe, Webex Events/Webinars, vFairsTwo alternatives
Bizzabo, InEventGrok 4.1 FastCvent Event Marketing & Managementagainst: EventbriteCvent Event Marketing & ManagementHeldagainst: Eventbrite, RegFoxBizzabo, Cvent Event Marketing & Managementagainst: EventbriteSwoogoagainst: Cvent Event Marketing & Management, EventMobi, Eventbrite, WhovaCvent Event Marketing & Managementagainst: Eventbrite, PheedLoop, Splash, Swoogo, Whova
Three alternatives
Bizzabo, SpotMe, Webex WebinarsTwo alternatives
Bizzabo, WhovaThree alternatives
SpotMe, Webex Webinars, vFairsOne alternative
BizzaboThree alternatives
Bizzabo, InEvent, vFairsMistral SmallCvent Event Marketing & ManagementBizzabo, Cvent Event Marketing & ManagementChangedCvent Event Marketing & ManagementSwoogoagainst: Bizzabo, Cvent Event Marketing & Managementno first choiceagainst: Bizzabo, Eventbrite, Tripleseat, Webex Events/Webinars, Whova
Two alternatives
Bizzabo, InEventOne alternative
GoldcastSeven alternatives
Bizzabo, RainFocus, RingCentral Events, Splash, SpotMe, Whova, vFairsDeepSeek V4 FlashBizzabo, Cvent Event Marketing & ManagementCvent Event Marketing & ManagementChangedCvent Event Marketing & ManagementBizzaboagainst: Cvent Event Marketing & Management, RainFocusno first choiceagainst: Aventri, Cvent Event Marketing & Management, Eventbrite, Stova
Three alternatives
RainFocus, Splash, WhovaThree alternatives
Accelevents, Bizzabo, SwoogoFour alternatives
Bizzabo, RainFocus, Splash, SpotMeLlama 4 MaverickBizzabo, Cvent Event Marketing & ManagementZuddlChangedno first choiceno first choiceagainst: Zoho Backstageno first choiceagainst: Cvent Event Marketing & Management
One alternative
InEventThree alternatives
Accelevents, InviteDesk, RainFocusQwen 3.7 FlashBizzabo, Cvent Event Marketing & ManagementBizzabo, Cvent Event Marketing & ManagementHeldBizzabo, Cvent Event Marketing & ManagementMicrosoft Teams, RegFoxagainst: EventbriteCvent Event Marketing & Managementagainst: Bizzabo, Cvent Event Marketing & Management, EventMobi, Eventbrite, RingCentral Events, Splash, Whova, vFairs
Three alternatives
Accelevents, RainFocus, vFairsOne alternative
RegFoxFour alternatives
RainFocus, Swoogo, Whova, vFairsThree alternatives
Airmeet, Cvent Event Marketing & Management, RingCentral EventsFour alternatives
Bizzabo, Eventtia, InEvent, WhovaKimi K2BizzaboBizzabo, Cvent Event Marketing & ManagementChangedagainst: EventbriteCvent Event Marketing & Managementagainst: EventbriteSwoogoagainst: Bizzabo, Cvent Event Marketing & Management, Eventbrite, RainFocusCvent Event Marketing & Managementagainst: RingCentral Events, Zoom Webinarsagainst: 6Connex, Asana, Basecamp, Cvent Event Marketing & Management, Eventbrite, Slack, Trello, Webcasts.com, vFairs
Three alternatives
Cvent Event Marketing & Management, RainFocus, SpotMeOne alternative
SpotMeFour alternatives
Bizzabo, InEvent, RainFocus, SplashOne alternative
EventcomboFour alternatives
Bizzabo, Goldcast, Splash, SwoogoGLM 4.7 FlashXBizzabo, Cvent Event Marketing & ManagementCvent Event Marketing & ManagementChangedCvent Event Marketing & ManagementBizzaboagainst: Cvent Event Marketing & Management, Eventbrite, RainFocusno first choiceagainst: Asana, Basecamp, Eventbrite, Slack, Trello
Four alternatives
Bizzabo, RainFocus, Webex Webinars, vFairsEight alternatives
Bizzabo, Eventbrite, RingCentral Events, SpotMe, Swoogo, Webex Webinars, Whova, vFairsMiniMax M2.5BizzaboCvent Event Marketing & ManagementChangedCvent Event Marketing & Management, RainFocusidloomagainst: Bizzabo, Eventbrite, Eventzilla, RegFox, Swoogono first choiceagainst: Cvent Event Marketing & Management
One alternative
Cvent Event Marketing & ManagementFour alternatives
Aventri, Eventbrite, HubSpot Events, Salesforce EventsTwo alternatives
Bizzabo, SpotMeTwo alternatives
EventsAir, run.eventsGPT-6 LunaBizzaboCvent Event Marketing & ManagementChangedCvent Event Marketing & Management, RainFocusCvent Event Marketing & Managementno first choiceagainst: Cvent Event Marketing & Management, Eventbrite, Whova
Two alternatives
Cvent Event Marketing & Management, RainFocusTwo alternatives
Bizzabo, RainFocusFour alternatives
Bizzabo, SpotMe, Stova, SwoogoMuse Glimmer 30BBizzabo, Cvent Event Marketing & ManagementCvent Event Marketing & ManagementChangedBizzabo, Cvent Event Marketing & ManagementSwoogoagainst: Cvent Event Marketing & Management, EventbriteCvent Event Marketing & Managementagainst: Cvent Event Marketing & Management, Eventbrite, Ticketmaster
Two alternatives
Bizzabo, RainFocusThree alternatives
InEvent, RainFocus, SpotMeTwo alternatives
Bizzabo, idloomOne alternative
NunifyBold 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 21:32 | yes | 10 | 8 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 21:29 | yes | 20 | 24 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-04 21:25 | yes | 19 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:24 | yes | 20 | 11 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:37 | yes | 5 | 3 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:21 | yes | 24 | 23 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:36 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:24 | yes | 10 | 25 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:18 | yes | 13 | 21 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:23 | yes | 20 | 25 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:32 | yes | 10 | 26 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:27 | yes | 3 | 12 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:18 | yes | 8 | 12 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:32 | yes | 17 | 10 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:31 | yes | 4 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:21 | yes | 11 | 21 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-04 21:25 | yes | 19 | 4 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:24 | yes | 24 | 8 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:38 | yes | 5 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:26 | yes | 21 | 20 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:21 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:21 | no | 0 | 26 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:20 | yes | 22 | 20 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:24 | yes | 22 | 28 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:32 | no | 0 | 25 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:25 | yes | 4 | 15 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:25 | yes | 13 | 17 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:35 | yes | 9 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:40 | yes | 7 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:27 | yes | 23 | 29 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-04 21:16 | yes | 18 | 6 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:24 | yes | 19 | 11 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:23 | yes | 13 | 13 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:35 | yes | 22 | 51 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:33 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:31 | yes | 9 | 36 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:32 | yes | 13 | 21 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:29 | yes | 11 | 35 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:32 | yes | 9 | 13 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:27 | yes | 7 | 27 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:28 | yes | 12 | 26 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:40 | yes | 18 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:29 | yes | 3 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:21 | yes | 19 | 27 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-04 21:26 | yes | 20 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:31 | yes | 20 | 10 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:39 | yes | 12 | 7 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:36 | yes | 24 | 24 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:28 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:25 | no | 0 | 25 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:34 | yes | 20 | 49 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:36 | yes | 24 | 26 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:40 | yes | 22 | 45 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:16 | yes | 2 | 15 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:33 | yes | 16 | 22 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:28 | yes | 19 | 10 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:26 | yes | 2 | 8 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:16 | no | 0 | 13 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-04 21:29 | yes | 20 | 5 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:28 | yes | 13 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:35 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:38 | yes | 22 | 78 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 21:30 | yes | 15 | 39 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:34 | no | 0 | 61 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:20 | yes | 12 | 17 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:34 | yes | 5 | 25 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:34 | yes | 4 | 26 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:23 | yes | 13 | 25 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:20 | yes | 15 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:35 | yes | 4 | 4 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:17 | yes | 19 | 32 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-04 21:17 | yes | 20 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:30 | yes | 20 | 12 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:16 | yes | 14 | 7 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:37 | yes | 22 | 46 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:27 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:34 | yes | 22 | 53 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:23 | yes | 23 | 52 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:35 | yes | 21 | 52 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:32 | yes | 14 | 26 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:19 | yes | 3 | 16 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:39 | yes | 22 | 26 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
Accruent EMS
Attendee Hub
Certain
Event Tech Stack
Interactio
Live Nation
Meetup
Momentus
PheedLoop
Webcasts.com
run.events
Discontinued, still offered
No shut-down product was recommended here.