Four of fourteen models named Nectar first on the direct prompt; zero named Guusto. Nectar was named by fourteen of the fourteen models and Guusto by nine and Nectar carries 45 labels and Guusto 13, so the shares are not directly comparable.
Named in three categories 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 recognition and rewards page.
Across every category in the October 2026 Edition, Nectar and Guusto were named in the same answer thirty-seven times, of the 138 answers naming Nectar and the 55 naming Guusto. In those answers Guusto took the first choice six times and Nectar three.
| 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. Five of six in this category shown.
“~$5–$6/user/month, good for points + Amazon rewards, but pricier starters.” Grok 4.1 Fast · budget prompt · soft negative
“you find major players like Bonusly or Nectar too expensive” Gemini 3.5 Flash · budget prompt · soft negative
“Nectar - offers a range of features, including automated shoutouts, rewards, and milestone tracking, with pricing starting at $2-$5/user/month.” Llama 4 Maverick · budget prompt · first choice
“1. Nectar: *Best All-Rounder for the Mid-Market* Nectar is specifically designed to hit the sweet spot for mid-sized organizations.” Gemini 3.5 Flash · paraphrase prompt · first choice
“Nectar stands out as the best overall choice due to its comprehensive features, scalability, and strong integrations” Mistral Small · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“budget-friendly option with no monthly fee ... though it has fewer heavy automation features” Gemini 3.5 Flash · scale prompt · soft negative
“If you want a platform where 100% of your budget goes to your employees rather than software licenses, Guusto is the gold standard.” Gemini 3.5 Flash · budget prompt · first choice
“I'd suggest starting with Bonusly, Guusto, or Nectar” MiniMax M2.5 · budget prompt · first choice
“Start free with Guusto or a free tier board” Muse Glimmer 30B · 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.