Three of twelve models named Bonusly first on the direct prompt; one named Awardco. Both were named by all twelve models and Bonusly carries 48 labels and Awardco 39, so the shares are not 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, Bonusly and Awardco were named in the same answer eighty times, of the 166 answers naming Bonusly and the 114 naming Awardco. In those answers Awardco took the first choice ten times and Bonusly nineteen.
| 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. Four of five in this category shown.
“Desktop-focused, limited custom rewards, basic analytics, and required monthly point caps that can add unexpected costs.” Mistral Small · negative prompt · soft negative
“start with Matter (free or $1/user/month) or Bonusly (free plan available). Both are highly rated” Mistral Small · budget prompt · first choice
“For most small companies with limited budgets, Bonusly offers the best balance” DeepSeek V4 Flash · budget prompt · first choice
“Bonusly — *Best Overall for High Adoption and B2B Tech Cultures*” Gemini 3.5 Flash · direct 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.