Three of fourteen models named Ambition first on the direct prompt; three named SalesScreen. Both were named by all fourteen models and Ambition carries 59 labels and SalesScreen 56, so the shares are not directly comparable.
Named in three categories this edition.
Named in three 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 sales gamification page.
Across every category in the October 2026 Edition, Ambition and SalesScreen were named in the same answer 134 times, of the 189 answers naming Ambition and the 162 naming SalesScreen. In those answers SalesScreen took the first choice twenty-three times and Ambition twenty-six.
| 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.
“What to Avoid on a Budget - Ambition (~$45/user/month) — Powerful but pricey” Kimi K2 · budget prompt · hard negative
“and Ambition (complex, expensive, misleading if you just want gamification)” DeepSeek V4 Flash · negative prompt · hard negative
“many of the major enterprise sales gamification platforms (such as Ambition, SalesScreen, and Spinify) are designed for larger organizations” Gemini 3.5 Flash · budget prompt · soft negative
“Frequently mentioned as a comprehensive solution for mid-sized companies (10-50 employees)... making it a strong choice for mid-market B2B companies.” MiniMax M2.5 · direct prompt · first choice
“Ambition is the industry standard for mid-market to enterprise B2B companies that want to tie gamification directly to performance management.” Gemini 3.5 Flash · paraphrase prompt · first choice
“Ambition: Excellent for mid-to-large enterprises with complex CRM setups and a strong focus on coaching and operational metrics.” 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. Six of eight in this category shown.
“Be cautious if your CRM data is messy or delayed, because its strong visualization and contest features still depend on clean CRM data” Perplexity Sonar · negative prompt · soft negative
“SalesScreen — good motivation features, but reviews note data/reporting and CRM integration pain points.” GPT-5.4 mini · negative prompt · soft negative
“designed for larger organizations. They typically require annual contracts, have minimum user thresholds” Gemini 3.5 Flash · budget prompt · soft negative
“For a typical mid-sized B2B company, SalesScreen or Spinify are solid choices that balance features, ease of use, and ROI” Claude Haiku 4.5 · paraphrase prompt · first choice
“Top safer bets: Spinify (best real-time praise), SalesScreen (reliable), but vet for your CRM/stack.” Grok 4.1 Fast · negative prompt · first choice
“SalesScreen is widely considered the strongest all-around contender for mid-market B2B teams” Qwen 3.7 Flash · direct 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.