Four of fourteen models named Channeltivity first on the direct prompt; one named Kiflo PRM. Channeltivity was named by thirteen of the fourteen models and Kiflo PRM by ten and Channeltivity carries 35 labels and Kiflo PRM 26, 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 Kiflo PRM were named in the same answer fifty-one times, of the 114 answers naming Channeltivity and the 128 naming Kiflo PRM. In those answers Kiflo PRM took the first choice seventeen times and Channeltivity five.
| 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. Three of three in this category shown.
“G2 reviewers have flagged integration and automation gaps; test your actual CRM sync, commission rules, and account setup” GPT-6 Luna · negative prompt · soft negative
“A PRM built for small to medium-sized businesses launching or scaling their first partner program... exceptionally easy to set up and use” Llama 4 Maverick · paraphrase prompt · first choice
“noted as the best choice for mid-market companies seeking quick ROI” Claude Haiku 4.5 · 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.