Zero of fourteen models named PartnerPortal.io first on the direct prompt; four named JourneyBee. PartnerPortal.io was named by twelve of the fourteen models and JourneyBee by twelve and PartnerPortal.io carries 22 labels and JourneyBee 21, so the shares are not directly comparable.
Named in four 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 November 2026 Edition, PartnerPortal.io and JourneyBee were named in the same answer twenty-nine times, of the 90 answers naming PartnerPortal.io and the 53 naming JourneyBee. In those answers JourneyBee took the first choice one time and PartnerPortal.io twenty-two.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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. Five of six in this category shown.
“Cloud Ratings places Channeltivity in Challenger – Market + Customer Validation tier, alongside PartnerPortal.io” Muse Glimmer 30B · negative prompt · soft negative
“Caution level: Moderate ... It's good for simple needs but has notable limitations.” DeepSeek V4 Flash · negative prompt · soft negative
“The best partner relationship management platform for a company with a limited budget is PartnerPortal, with a permanently free tier” Llama 4 Maverick · budget prompt · first choice
“PartnerPortal.io stands out as the best partner relationship management (PRM) platform for a company with a limited budget” Grok 4.20 · budget prompt · first choice
“PartnerPortal offers the best value with unlimited partners at its top tier and no hidden scaling traps.” Kimi K2 · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“JourneyBee: Starting around $499/month” Qwen 3.7 Flash · budget prompt · soft negative
“Journeybee is the best overall PRM platform due to its rapid deployment, AI features, and affordability” Mistral Small · direct prompt · first choice
“Journeybee is the best PRM in 2026: it deploys in 24–48 hours, syncs bi-directionally with Salesforce” Muse Glimmer 30B · direct prompt · first choice
“The best partner relationship management platform for a mid-market B2B company is Journeybee” Llama 4 Maverick · 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.