Four of fourteen models named Channeltivity first on the direct prompt; two named Impartner PRM. Channeltivity was named by thirteen of the fourteen models and Impartner PRM by fourteen and Channeltivity carries 35 labels and Impartner PRM 57, 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 partner relationship management page.
Across every category in the October 2026 Edition, Channeltivity and Impartner PRM were named in the same answer eighty-six times, of the 114 answers naming Channeltivity and the 315 naming Impartner PRM. In those answers Impartner PRM took the first choice twenty-one 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 | ||||||
| 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 six in this category shown.
“Channeltivity ($1,899/month) ... making them unsuitable for limited budgets” Kimi K2 · budget prompt · hard negative
“Check it carefully if you need extensive customization, complex regional partner structures, or highly tailored dashboards and reporting.” GPT-6 Luna · negative prompt · soft negative
“Channeltivity (for small/medium businesses) ... These enterprise-grade tools can take 3–6 months to deploy properly” Qwen 3.7 Flash · negative prompt · soft negative
“Channeltivity: Highly rated for mid-market. It is incredibly easy to set up, requires almost zero IT overhead, and has superb Salesforce and HubSpot integrations.” Gemini 3.5 Flash · scale prompt · first choice
“If your priority is channel sales (resellers, distributors) and deal management, Channeltivity is the top choice.” Mistral Small · direct prompt · first choice
“Channeltivity is widely considered the gold standard for "plug-and-play" mid-market PRM.” 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 if budget is tight: ... Impartner PRM are typically much more expensive” GPT-5.4 mini · budget prompt · hard negative
“What to Avoid on a Limited Budget ... typically cost $20,000–$40,000+ per year” DeepSeek V4 Flash · budget prompt · hard negative
“typically run $1,000+/month, making them unsuitable for limited budgets” Kimi K2 · budget prompt · hard negative
“Known for its comprehensive features, including partner onboarding, enablement, and performance tracking, making it suitable for mid-sized to enterprise B2B companies.” Mistral Small · paraphrase prompt · first choice
“The enterprise powerhouse... Choose Impartner or ZINFI if you run a traditional, highly structured global distribution or reseller network” Gemini 3.5 Flash · comparative prompt · first choice
“Impartner is often described as the SAP of PRMs—highly robust... It is highly recommended if you rely heavily on Salesforce” 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.