Three of fourteen models named Mobly Capture first on the direct prompt; three named momencio. Mobly Capture was named by thirteen of the fourteen models and momencio by ten and Mobly Capture carries 29 labels and momencio 25, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
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; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the event lead capture apps page.
Across every category in the October 2026 Edition, Mobly Capture and momencio were named in the same answer thirty-one times, of the 87 answers naming Mobly Capture and the 64 naming momencio. In those answers momencio took the first choice one time and Mobly Capture eleven.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Consider a dedicated app like Popl or Mobly only if you attend enough events to justify getting a quote—neither publishes straightforward pricing” GPT-6 Luna · budget prompt · soft negative
“Low-Velocity Review Platforms (e.g., B2Brain, Mobly) ... require more due diligence before enterprise adoption.” Qwen 3.7 Flash · negative prompt · soft negative
“Less-reviewed apps (e.g., outside G2 top 10 like Mobly): Riskier due to fewer verified reviews” Grok 4.1 Fast · negative prompt · soft negative
“Choose Mobly if you run many events annually and need ICP scoring, automatic enrichment, and CRM routing before leaving the floor.” MiniMax M2.5 · comparative prompt · first choice
“Mobly is designed to replace hardware badge scanners. It is "event-agnostic," meaning you use the *same* app at every trade show” GLM 4.7 FlashX · comparative prompt · first choice
“Mobly is the strongest general pick from the provided results because it is highlighted as the best for SMB lead capture” Perplexity Sonar · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“rigid annual contracts, per-seat pricing with expensive add-ons... Momencio is likely over-engineered and too expensive” Gemini 3.5 Flash · negative prompt · soft negative
“momencio's standard tier need organizer API / registration vendor access to work without an add-on” Muse Glimmer 30B · negative prompt · soft negative
“Strong for post-event engagement, but has a high seat minimum and floor pricing.” Mistral Small · comparative prompt · soft negative
“I'd suggest starting with Wave Connect or Momencio if you want rich features with scalable pricing” Kimi K2 · direct prompt · first choice
“ROI-focused mid-market program: momencio ... momencio / Romify are the mid-market class fits” Muse Glimmer 30B · paraphrase prompt · first choice
“If you need a comprehensive, ROI-focused solution, momencio is a top choice.” Mistral Small · direct prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.