Event lead capture apps
Asked as “event lead capture app”, and as “trade show badge scanning and lead retrieval tool”, on behalf of a mid-market B2B company. 51 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the November 2026 Edition.
Standing · first-choice share
20%
Contested · B2Brain 14%
20Blinq14B2Brain14Wave Connect53others
20% of first choices, contested.
Since October 2026▼−3Since October 2026: 23% → 20%, −3 points. Inside the 11-point floor: within noise.Blinq held the lead, −3 points on 23%, 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
Blinq22%Contested▲+1Since October 2026: 21% → 22%, +1 point. Inside the 11-point floor: within noise.Standing →Mid-marketBlinq20%Contested▼−3Since October 2026: 23% → 20%, −3 points. Inside the 11-point floor: within noise.This pageEnterprise
iCapture29%Contested▲+6Since October 2026: 23% → 29%, +6 points. Inside the 11-point floor: within noise.Standing →
Blinq22%Contested▲+1Since October 2026: 21% → 22%, +1 point. Inside the 11-point floor: within noise.Standing →Mid-marketBlinq20%Contested▼−3Since October 2026: 23% → 20%, −3 points. Inside the 11-point floor: within noise.This pageEnterpriseiCapture29%Contested▲+6Since October 2026: 23% → 29%, +6 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
01Blinq20%15%41accepted challenger▼−3Since October 2026: 23% → 20%, −3 points. Inside the 11-point floor: within noise.23% → 20%
Blinq20%15%41accepted challenger▼−3Since October 2026: 23% → 20%, −3 points. Inside the 11-point floor: within noise.23% → 20%02
B2Brain14%0%28accepted challenger▲+10Since October 2026: 4% → 14%, +10 points. Inside the 11-point floor: within noise.4% → 14%
B2Brain14%0%28accepted challenger▲+10Since October 2026: 4% → 14%, +10 points. Inside the 11-point floor: within noise.4% → 14%03Wave Connect14%4%25accepted challenger▲+6Since October 2026: 8% → 14%, +6 points. Inside the 11-point floor: within noise.8% → 14%
04iCapture12%23%43accepted challenger▲+6Since October 2026: 6% → 12%, +6 points. Inside the 11-point floor: within noise.6% → 12%
iCapture12%23%43accepted challenger▲+6Since October 2026: 6% → 12%, +6 points. Inside the 11-point floor: within noise.6% → 12%05
Captello6%11%35accepted challenger▲+4Since October 2026: 2% → 6%, +4 points. Inside the 11-point floor: within noise.2% → 6%
Captello6%11%35accepted challenger▲+4Since October 2026: 2% → 6%, +4 points. Inside the 11-point floor: within noise.2% → 6%06
momencio4%8%25accepted challenger▼−4Since October 2026: 8% → 4%, −4 points. Inside the 11-point floor: within noise.8% → 4%
momencio4%8%25accepted challenger▼−4Since October 2026: 8% → 4%, −4 points. Inside the 11-point floor: within noise.8% → 4%07
BoothIQ4%12%16accepted challenger▼−2Since October 2026: 6% → 4%, −2 points. Inside the 11-point floor: within noise.6% → 4%
BoothIQ4%12%16accepted challenger▼−2Since October 2026: 6% → 4%, −2 points. Inside the 11-point floor: within noise.6% → 4%08
Cvent LeadCapture4%43%35criticized challenger▲+2Since October 2026: 2% → 4%, +2 points. Inside the 11-point floor: within noise.2% → 4%
Cvent LeadCapture4%43%35criticized challenger▲+2Since October 2026: 2% → 4%, +2 points. Inside the 11-point floor: within noise.2% → 4%09
Popl2%31%36criticized challenger▼−2Since October 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise.4% → 2%
Popl2%31%36criticized challenger▼−2Since October 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise.4% → 2%10
Eventleaf Lead Retrieval App2%0%12accepted challenger▼−2Since October 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise.4% → 2%
Eventleaf Lead Retrieval App2%0%12accepted challenger▼−2Since October 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise.4% → 2%Show the two products at 0%, ordered by negative rate
12
Whova0%25%12criticized challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%
Whova0%25%12criticized challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%11
Mobly Capture0%17%24accepted challenger▼−8Since October 2026: 8% → 0%, −8 points. Inside the 11-point floor: within noise.8% → 0%
Mobly Capture0%17%24accepted challenger▼−8Since October 2026: 8% → 0%, −8 points. Inside the 11-point floor: within noise.8% → 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
Blinq vs CaptelloBlinq vs momencioBlinq vs BoothIQBlinq vs Cvent LeadCaptureB2Brain vs Wave ConnectB2Brain vs iCaptureB2Brain vs CaptelloB2Brain vs momencioB2Brain vs BoothIQB2Brain vs Cvent LeadCaptureWave Connect vs iCaptureWave Connect vs CaptelloWave Connect vs momencioWave Connect vs BoothIQWave Connect vs Cvent LeadCaptureiCapture vs CaptelloiCapture vs momencioiCapture vs BoothIQiCapture vs Cvent LeadCaptureCaptello vs momencioCaptello vs BoothIQCaptello vs Cvent LeadCapturemomencio vs BoothIQmomencio vs Cvent LeadCaptureBoothIQ vs Cvent LeadCapture
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 →
0102W03
040506070809101112Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative30%
Key
01Blinq20%
Blinq20%02B2Brain14%
B2Brain14%03Wave Connect14%
04iCapture12%
iCapture12%05Captello6%
Captello6%06momencio4%
momencio4%07BoothIQ4%
BoothIQ4%08Cvent LeadCapture4%
Cvent LeadCapture4%09Popl2%
Popl2%10Eventleaf Lead Retrieval App2%
Eventleaf Lead Retrieval App2%11Mobly Capture0%
Mobly Capture0%12Whova0%
Whova0%What they warned about
One 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 4.20, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, 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.
Popl31%
11 of 36 labels negative · 10 of 14 models · 2 hard negative
“Popl if you need reliable, predictable performance at a low cost (pricing and crashing complaints are widespread).” DeepSeek V4 Flash, negative prompt
Cvent LeadCapture43%
15 of 35 labels negative · 9 of 14 models · 6 hard negative
“Be cautious with organizer-rented or event-provided scanners/apps (especially Cvent LeadCapture)... explicitly warn against relying on these unless you have no choice.” Grok 4.20, negative prompt
Blinq15%
6 of 41 labels negative · 6 of 14 models · 1 hard negative
“This app has consistent technical problems: Many users report issues reading QR codes” Claude Haiku 4.5, negative prompt
iCapture23%
10 of 43 labels negative · 6 of 14 models · 1 hard negative
“Avoid for Limited Budgets: ... or iCapture (~$8K/year) are powerful but scale to bigger operations with higher costs.” Grok 4.20, budget 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
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. 833 links across 139 sites, every framing counted. Ranked by the number of answers carrying the site or page. 17 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 · B2Brain51 answers · 121 citations · 12 models
35 answers · 57 citations · 13 models
vendor site · Blinq27 answers · 37 citations · 10 models
vendor site · GetApp25 answers · 38 citations · 9 models
vendor site · Uniqode24 answers · 24 citations · 10 models
21 answers · 22 citations · 10 models
vendor site · Eventify19 answers · 23 citations · 11 models
vendor site · Cvent17 answers · 27 citations · 8 models
vendor site · Apple15 answers · 37 citations · 8 models
vendor site · Whova15 answers · 16 citations · 12 models
vendor site · EventMobi14 answers · 20 citations · 8 models
vendor site · Bizzabo14 answers · 19 citations · 8 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.
24 answers · 10 models
23 answers · 9 models
19 answers · 10 models
17 answers · 10 models
15 answers · 8 models
15 answers · 7 models
15 answers · 6 models
14 answers · 9 models
14 answers · 6 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 lead capture app”, “event lead capture app”. 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 | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|
| Blinq blinq.me | 20% | 130 | 12,100 | 254 | 135,332 | 18 | 1 |
| B2Brain b2brain.com | 14% | 66 | 30 | 0 | 425 | ||
| Wave Connect | 14% | 1,300 | 702 | ||||
| iCapture icapture.com | 12% | 124 | 720 | 36 | 161 | ||
| Cvent iCapture cvent.com Cvent iCapture 4%, Cvent LeadCapture 4% | 8% | 98 | 320 | 3 | 1,714,548 | 73 | 7 |
| Captello captello.com | 6% | 113 | 720 | 3 | 783 | 17 | |
| Romify romify.io | 6% | 10 | 6 | ||||
| momencio momencio.com | 4% | 55 | 90 | 0 | 1,434 | 4 | |
| BoothIQ getboothiq.com | 4% | 35 | 70 | 0 | 42 | 0 | |
| Popl popl.co | 2% | 121 | 14,800 | 272 |
Google's top ten for the two searches hold 10 sites; 3 of them are among the sites the models cited here (apps.apple.com, blinq.me, cvent.com). The first result for “best event lead capture app” is wavecnct.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 lead capture app for a mid-market B2B company?”Paraphrase“Which trade show badge scanning and lead retrieval tool would you recommend to a mid-sized B2B company?”Comparative“What are the top event lead capture apps and how do they differ?”Budget-constrained“What is the best event lead capture app for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating an event lead capture app. What should we look at?”Negative“Which event lead capture apps should I avoid or be cautious about?”
Claude Haiku 4.5BlinqWave ConnectChangedno first choiceVendelux Lead Scanneragainst: BoothIQno first choiceagainst: Blinq, Cvent LeadCapture, Mobly Capture, Popl
Two alternatives
iCapture, momencioTwo alternatives
Romify, iCaptureThree alternatives
Eventdex, Expo Pass Lead Retrieval, Zoho Backstage Lead RetrievalGPT-5.4 miniCvent LeadCaptureCvent LeadCapture, iCaptureChangedCvent LeadCapture, iCaptureCaptellono first choicenothing named
Two alternatives
Popl, Webex Events/WebinarsOne alternative
CompuSystemsSix alternatives
Bizzabo Lead Capture, Captello, EventMobi Lead Capture, Grip, Popl, Whova Lead CaptureThree alternatives
Blinq, EventMobi Lead Capture, PoplGemini 3.5 FlashiCaptureCaptello, iCaptureChangedCaptello, iCaptureBlinqno first choicenothing named
Five alternatives
Captello, Mobly Capture, Popl, Romify, ZuantTwo alternatives
Mobilo, PoplFour alternatives
Cvent LeadCapture, Swapcard, Webex Webinars, ZuantSix alternatives
Conexa, HubSpot Mobile App, Jotform Mobile Forms, LazzoLead, Popl, Wave ConnectPerplexity SonarBlinqiCaptureChangedagainst: QuickTapSurveyBlinq, Poplagainst: Wave ConnectWave Connectno first choiceagainst: Blinq, CompuLead, Cvent LeadCapture, Mobly Capture, Popl, Romify, Zuant
Five alternatives
B2Brain, Captello, Uniqode Cards, iCapture, momencioFour alternatives
B2Brain, Blinq, Captello, Cvent LeadCaptureEight alternatives
Captello, Cvent LeadCapture, Eventify, Mobly Capture, Whova, Zuant, iCapture, momencioThree alternatives
B2Brain, Blinq, Organizer-provided scannerGrok 4.20momencioagainst: Cvent LeadCaptureRomifyChangedagainst: BadgeScanner, Cvent LeadCaptureWave Connectagainst: Captello, Cvent LeadCaptureBlinqagainst: Cvent LeadCapture, Gather, iCaptureno first choiceagainst: Accelevents, Blinq, BoothIQ, Cvent LeadCapture, HiHello, Popl, RainFocus, Uniqode Cards, Zoho Backstage Lead Retrieval, iCapture
Five alternatives
B2Brain, Blinq, Captello, Popl, iCaptureThree alternatives
Blinq, Eventleaf Lead Retrieval App, InEvent Lead Capture AppThree alternatives
Blinq, Popl, iCaptureTwo alternatives
B2Brain, Wave ConnectMistral SmallBlinqInEvent Lead App, RomifyChangedno first choiceagainst: iCaptureBlinqno first choiceagainst: Blinq, Cvent LeadCapture, Popl, Whova, iCapture, momencio
Five alternatives
B2Brain, Captello, Mobly Capture, Popl, iCaptureOne alternative
CaptelloThree alternatives
Captello, Popl, Wave ConnectDeepSeek V4 FlashB2Brainagainst: Cvent LeadCapture, Popl, momencioCaptelloChangedagainst: iCaptureWave Connect, momencioagainst: Blinq, HiHelloBlinqno first choiceagainst: Cvent LeadCapture, Cvent iCapture, Popl, iCapture
Two alternatives
Mobly Capture, iCaptureOne alternative
Mobly CaptureSix alternatives
Bizzabo, Captello, Cvent LeadCapture, Eventleaf Lead Retrieval App, Popl, iCaptureTwo alternatives
Mobilo, PoplLlama 4 MaverickApollo.ioWave ConnectChangedno first choiceEventdexno first choiceagainst: Cvent LeadCapture, Popl, iCapture
One alternative
BlinqThree alternatives
B2Brain, InEvent Lead App, RomifyThree alternatives
EventMobi Lead Capture, Eventleaf Lead Retrieval App, QuickTapSurveyQwen 3.7 FlashB2Brain, PopliCaptureChangedMobly CaptureBoothIQagainst: Honeywell, Zebrano first choiceagainst: Eventbrite Native Tool, Lumiise, Swoogo, Whova
One alternative
iCaptureThree alternatives
BoothIQ, Eventleaf Lead Retrieval App, RomifySeven alternatives
Captello, Cvent LeadCapture, Eventleaf Lead Retrieval App, Perspective AI, Wave Connect, Whova, iCaptureTwo alternatives
BadgeScanner™, Wave ConnectKimi K2B2Brainagainst: Cvent LeadCaptureiCaptureChangedCvent LeadCapture, iCaptureB2Brain, Blinqno first choiceagainst: Bizzabo, Cvent LeadCaptureagainst: Conference Leads, Cvent iCapture, Leadature, Mobly Capture, Popl, Scan2Lead
Two alternatives
iCapture, momencioTwo alternatives
Cvent LeadCapture, EventdexThree alternatives
Captello, Swapcard, WhovaThree alternatives
BadgeScanner, BoothIQ, CovveSeven alternatives
Blinq, BoothIQ, Captello, Cvent iCapture, Popl, Wave Connect, momencioGLM 4.7 FlashXBlinqWave ConnectChangedagainst: Captello, iCaptureBlinq, Poplagainst: Cvent LeadCapture, WhovaB2Brain, Blinq, Wave Connectagainst: Popl, iCaptureno first choiceagainst: Lead Capture" by GalaBid Pty Ltd, Mobly Capture, Stova Lead Capture
Five alternatives
B2Brain, Mobly Capture, Wave Connect, iCapture, momencioFive alternatives
B2Brain, BoothIQ, Captello, iCapture, momencioTwo alternatives
EventMobi Lead Capture, LeadSquaredMiniMax M2.5B2Brain, momencioRomify, Wave ConnectChangedWave ConnectEventleaf Lead Retrieval Appno first choicenothing named
Two alternatives
Lead Liaison, iCaptureThree alternatives
Cvent LeadCapture, InEvent Lead App, momencioTwo alternatives
Blinq, PoplTwo alternatives
B2Brain, BlinqGPT-6 LunaCvent iCaptureCvent iCaptureHeldCaptello, Cvent iCapture, Popl Event Lead CaptureRaplo Captureno first choiceagainst: Captello, Popl, iCapture
One alternative
momencioOne alternative
PoplThree alternatives
Cvent LeadCapture, Swapcard Lead Capture, Whova Lead RetrievalOne alternative
KraneMuse Glimmer 30BB2BrainWave ConnectChangedagainst: Bizzabo Klik, Cvent LeadCapture, Cvent iCapture, Swapcardno first choiceBoothIQno first choiceagainst: Blinq, Captello, Popl
Four alternatives
Blinq, Captello, Popl, iCaptureTwo alternatives
Romify, iCaptureNine alternatives
B2Brain, Blinq, Captello, Cvent LeadCapture, Mobly Capture, Wave Connect, Webex Events Lead Retrieval, formerly Socio, iCapture, momencioTwo alternatives
B2Brain, BlinqBold 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 13:06 | yes | 9 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 13:16 | yes | 4 | 6 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 10:49 | yes | 13 | 23 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 16:36 | yes | 10 | 4 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:28 | yes | 5 | 13 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 13:23 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 14:16 | yes | 21 | 34 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:32 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:30 | yes | 5 | 29 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:23 | yes | 10 | 18 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:53 | yes | 14 | 22 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 15:41 | yes | 5 | 28 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 14:03 | yes | 3 | 15 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:06 | yes | 14 | 18 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 17:20 | yes | 9 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:18 | yes | 5 | 4 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 13:57 | yes | 7 | 26 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 13:42 | yes | 10 | 4 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:31 | yes | 5 | 10 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 14:27 | yes | 5 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 14:59 | yes | 21 | 26 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 16:46 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 15:06 | yes | 15 | 45 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:34 | yes | 15 | 22 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:02 | yes | 22 | 102 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:51 | yes | 5 | 25 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 13:29 | yes | 4 | 14 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 14:25 | yes | 13 | 26 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 13:58 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:53 | yes | 6 | 10 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 09:02 | no | 0 | 16 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 08:41 | yes | 10 | 7 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:29 | yes | 10 | 13 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 13:19 | yes | 5 | 6 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:52 | yes | 24 | 34 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:48 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 13:25 | yes | 5 | 38 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 16:55 | yes | 15 | 33 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 08:41 | yes | 20 | 108 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 13:21 | yes | 25 | 59 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 15:29 | yes | 6 | 21 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:24 | yes | 15 | 33 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 17:19 | yes | 16 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:46 | yes | 3 | 6 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 09:48 | yes | 6 | 18 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 12:08 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:45 | yes | 15 | 16 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:17 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 15:31 | yes | 23 | 28 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 14:25 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 08:53 | yes | 24 | 44 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 13:48 | yes | 20 | 23 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:27 | yes | 20 | 29 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:32 | yes | 5 | 59 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 13:21 | yes | 3 | 14 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 16:42 | yes | 19 | 30 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:26 | no | 0 | 7 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:31 | 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 09:07 | no | 0 | 16 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 13:53 | yes | 10 | 6 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:43 | yes | 5 | 12 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:49 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:41 | yes | 20 | 31 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 14:03 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 13:02 | no | 0 | 32 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 16:13 | yes | 13 | 24 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 14:34 | yes | 9 | 14 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 14:26 | yes | 5 | 23 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:31 | yes | 2 | 15 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 16:38 | yes | 15 | 29 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 17:14 | yes | 17 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:47 | yes | 4 | 7 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 11:10 | yes | 10 | 18 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 17:05 | yes | 10 | 4 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:29 | yes | 10 | 12 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 14:02 | yes | 5 | 6 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:33 | yes | 24 | 32 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:42 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 15:24 | no | 0 | 32 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 14:52 | yes | 24 | 48 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:14 | yes | 21 | 64 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:57 | no | 0 | 23 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 17:07 | yes | 5 | 15 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:29 | yes | 21 | 35 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 LeadCapture
EventLeaf read as Eventleaf Lead Retrieval App
EventMobi read as EventMobi Lead Capture
Eventleaf read as Eventleaf Lead Retrieval App
Eventleaf Lead Retrieval read as Eventleaf Lead Retrieval App
InEvent read as InEvent Lead App
Mobly read as Mobly Capture
Stova (Aventri Lead Capture) read as Stova Lead Capture
Uniqode read as Uniqode Cards
Zoho Backstage read as Zoho Backstage Lead Retrieval
Unresolved, counted raw
BadgeScanner™ (by EventPilot)
Bizzabo Klik
Bizzabo Lead Capture
Braindate
Conexsys
Eventbrite Native Tool
Eventbrite's Organizer App
Expo Pass Lead Retrieval
Honeywell
InEvent Lead Capture App
Lead Capture" by GalaBid Pty Ltd (CrowdComms)
Lead Retrieval by Splash
Lumiise (formerly BadgeScannr)
Organizer-provided scanner
Swapcard Lead Capture
Trade.Show
VisitReport by snapAddy
Webex Events Lead Retrieval, formerly Socio
Whova Lead Retrieval
XPress Leads
Zebra
momisio
vFairs Lead Capture
Discontinued, still offered
No shut-down product was recommended here.