One of twelve models named Motivosity first on the direct prompt; one named Awardco. Both were named by all twelve models and both carry 39 labels, so the shares below are directly comparable.
Named in four 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 twelve 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 September 2026 Edition, Motivosity and Awardco were named in the same answer fifty-four times, of the 101 answers naming Motivosity and the 114 naming Awardco. In those answers Awardco took the first choice six times and Motivosity four.
| 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 |
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.
“Motivosity ($3,000 min.)—too pricey for small budgets” Grok 4.1 Fast · budget prompt · hard negative
“Poor mobile app or navigation: Issues in Motivosity (hard to use)” Grok 4.1 Fast · negative prompt · soft negative
“Motivosity: Often rated best for overall engagement and measuring impact through data.” Qwen 3.7 Flash · comparative prompt · first choice
“If you want one recommendation without more context: Motivosity.” GPT-5.4 mini · paraphrase prompt · first choice
“1. Motivosity - Best for engagement & impact measurement.” Grok 4.1 Fast · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Avoid: Enterprise tools like Awardco ($2,500+/year min.)” Grok 4.1 Fast · budget prompt · hard negative
“treat this as "be cautious on catalog quality," not "avoid entirely."” DeepSeek V4 Flash · negative prompt · soft negative
“(Nectar, Awardco, Motivosity) require annual minimum spends” DeepSeek V4 Flash · budget prompt · soft negative
“Best For: Mid-market and large enterprise organizations looking for massive reward choices and budget controls... Zero-markup rewards.” Gemini 3.5 Flash · comparative prompt · first choice
“Highest-rated overall for mid-market scaling. Amazon integration for massive rewards catalog” Grok 4.1 Fast · direct prompt · first choice
“I'd recommend Awardco as the top employee rewards program software” Grok 4.1 Fast · 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.