Zero of twelve models named PartnerPortal.io first on the direct prompt; zero named Impartner. PartnerPortal.io was named by eleven of the twelve models and Impartner by twelve and PartnerPortal.io carries 26 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, PartnerPortal.io and Impartner were named in the same answer forty-four times, of the 95 answers naming PartnerPortal.io and the 198 naming Impartner. In those answers Impartner took the first choice two times and PartnerPortal.io twenty.
| 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. Three of three in this category shown.
“For the absolute best value on a limited budget, PartnerPortal.io is your best choice with its free tier and low starting price.” Mistral Small · budget prompt · first choice
“For the most budget-conscious company, I'd start with PartnerPortal.io at $249/month since it offers unlimited partners” MiniMax M2.5 · 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. 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.