Seven of fourteen models named Bizzabo first on the direct prompt; two named Swoogo. Bizzabo was named by fourteen of the fourteen models and Swoogo by thirteen and Bizzabo carries 53 labels and Swoogo 32, so the shares are not directly comparable.
Named in three categories this edition.
Named in two categories 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 management platforms page.
Across every category in the October 2026 Edition, Bizzabo and Swoogo were named in the same answer seventy-two times, of the 229 answers naming Bizzabo and the 85 naming Swoogo. In those answers Swoogo took the first choice sixteen times and Bizzabo seventeen.
| 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 six in this category shown.
“Bizzabo — better for mid-sized companies despite entry pricing around $4/attendee” DeepSeek V4 Flash · budget prompt · hard negative
“Very expensive: Starts around $17,999/year, which is steep for most organizations.” DeepSeek V4 Flash · negative prompt · soft negative
“Limited customization: Templates and reporting feel restrictive.” Grok 4.1 Fast · negative prompt · soft negative
“Bizzabo — best for B2B revenue / experience events ... "Best for B2B Revenue Events" with a sweet spot for mid-market and enterprise B2B teams” Muse Glimmer 30B · direct prompt · first choice
“Bizzabo - Offers an end-to-end Event Experience OS for event organizers and B2B marketing peers at mid-market and enterprise companies.” Llama 4 Maverick · paraphrase prompt · first choice
“For B2B Marketing & Pipeline Focus: Bizzabo. It has exceptional tools for tracking event ROI, pipeline attribution” Gemini 3.5 Flash · scale prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“For Registrations, Flexibility & Cost Control: Swoogo. Known for its user-friendly, highly customizable registration paths and a predictable, unlimited-events pricing model.” Gemini 3.5 Flash · scale prompt · first choice
“the best in-person event registration and management software for a mid-sized B2B company is Swoogo” GLM 4.7 FlashX · paraphrase prompt · first choice
“I'd recommend starting with a trial of either Swoogo (if registration complexity matters most)” Claude Haiku 4.5 · paraphrase 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.