Five of twelve models named Channeltivity first on the direct prompt; zero named Impartner. Both were named by all twelve models and Channeltivity carries 37 labels and Impartner 34, 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 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 partner relationship management page.
Across every category in the September 2026 Edition, Channeltivity and Impartner were named in the same answer sixty-eight times, of the 122 answers naming Channeltivity and the 198 naming Impartner. In those answers Impartner took the first choice nine times and Channeltivity fifteen.
| 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 five in this category shown.
“its pricing is on the higher end of the PRM market, which may be challenging for smaller startups with limited budgets” Claude Haiku 4.5 · budget prompt · soft negative
“A la carte pricing model means costs add up fast ... Limited customization” DeepSeek V4 Flash · negative prompt · soft negative
“Channeltivity | 4.6-4.7 | Structured channel programs with deal reg, MDF, training ... Deep Salesforce/HubSpot integrations, customizable portals, fast setup, strong support” Grok 4.1 Fast · direct prompt · first choice
“Channeltivity | Flexible mid-market needs | ~$1,399/month | Transparent pricing, strong customization” Kimi K2 · scale prompt · first choice
“For most mid-market B2B tech companies, Channeltivity or Allbound are frequently recommended” Qwen 3.7 Flash · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Best for: Large, structured enterprise channel organizations needing full-funnel automation ... Enterprise reseller/channel program with a big budget? → Impartner or ZINFI” DeepSeek V4 Flash · comparative prompt · first choice
“or Impartner if you want a more dedicated partner-management platform” GPT-5.4 mini · 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.