Zero of fourteen models named PartnerPortal.io first on the direct prompt; one named Kiflo PRM. PartnerPortal.io was named by eleven of the fourteen models and Kiflo PRM by ten and PartnerPortal.io carries 16 labels and Kiflo PRM 26, so the shares are not directly comparable.
Named in two 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, PartnerPortal.io and Kiflo PRM were named in the same answer sixty-three times, of the 78 answers naming PartnerPortal.io and the 128 naming Kiflo PRM. In those answers Kiflo PRM took the first choice fourteen times and PartnerPortal.io twenty-three.
| 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. Four of five in this category shown.
“both popular but come with notable limitations around customization, payments, and flexibility” GLM 4.7 FlashX · negative prompt · soft negative
“The best partner relationship management platform for a company with a limited budget is PartnerPortal.io, which offers a free plan and pricing starting at $599 per month.” Llama 4 Maverick · budget prompt · first choice
“PartnerPortal.io stands out as the best partner relationship management (PRM) platform for companies with a limited budget” Mistral Small · budget prompt · first choice
“PartnerPortal.io stands out as the best partner relationship management (PRM) platform for companies with a limited budget.” Grok 4.1 Fast · budget 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.