Three of fourteen models named momencio first on the direct prompt; one named Popl. momencio was named by ten of the fourteen models and Popl by thirteen and momencio carries 25 labels and Popl 30, 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, momencio and Popl were named in the same answer thirty-four times, of the 64 answers naming momencio and the 88 naming Popl. In those answers Popl took the first choice one time and momencio two.
| 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 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Many users across reviews complain the cost is too high... Multiple users report the app freezing and crashing during setup” DeepSeek V4 Flash · negative prompt · hard negative
“Popl - Inconsistent badge scanning - Returns no contact data at some conferences” GLM 4.7 FlashX · negative prompt · hard negative
“Popl announced a partnership with Apollo and RocketReach to power the data layer behind its enrichment... Enrichment tools that automatically add emails... raise GDPR Art.6 legal basis” Muse Glimmer 30B · negative prompt · soft negative
“Choose Blinq or Popl if you want an affordable, modern, seat-based app for your sales reps” Gemini 3.5 Flash · comparative prompt · first choice
“prioritize "universal" third-party lead capture apps (like Blinq, Popl, iCapture, or Mobly)” Gemini 3.5 Flash · negative prompt · first choice
“Best overall budget pick: Blinq or Popl” GPT-5.4 mini · budget 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.