Partner relationship management · November 2026 Edition
PartnerPortal.io vs PartnerStack
Zero of fourteen models named PartnerPortal.io first on the direct prompt; zero named PartnerStack. PartnerPortal.io was named by twelve of the fourteen models and PartnerStack by fourteen and PartnerPortal.io carries 22 labels and PartnerStack 52, so the shares are not directly comparable.
Named in four categories this edition.
Named in five categories this edition.
First-choice share24%6%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate9%12%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#7A position in a field of 14; printed, not drawn.
Labels2252A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, PartnerPortal.io reading right to left. Rank and label count are printed, not drawn.Channelscaler was named alongside these two in nine of the fourteen direct answers. PartnerPortal.io vs Channeltivity · PartnerPortal.io vs JourneyBee · PartnerPortal.io vs Kiflo PRM
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.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
PartnerPortal.ioFirst choices, of fourteen modelsPartnerStack
Direct00
Paraphrase03
Comparative02
Budget-constrained120
Scale-constrained001 against PartnerStack
Negative012 against PartnerPortal.io · 5 against PartnerStack
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where PartnerPortal.io and PartnerStack stood in it.
| 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 | | | | | |
PartnerPortal.io PartnerStack first choice named as an alternative argued againstblank: not namedEach cell is one answer, PartnerPortal.io on the left and PartnerStack on the right.The direct prompt
The plain question, one answer per model, grouped by where PartnerPortal.io and PartnerStack stood in it.
Neither was the first choice, one was named
10 of 14 modelsThe answer put something else first and named one of the two as an alternative.GPT-5.4 miniImpartner PRM alternatives: Channeltivity, PartnerStack, Salesforce PRM, ZINFI Unified Partner Management
Gemini 3.5 FlashChanneltivity alternatives: Channelscaler, PartnerStack, Salesforce PRM, Unifyr
Perplexity SonarChanneltivity alternatives: Magentrix PRM, PartnerStack, Salesforce PRM
Mistral SmallJourneyBee alternatives: Channelscaler, PartnerStack
Llama 4 MaverickJourneyBee alternatives: Magentrix PRM, PartnerStack
Qwen 3.7 FlashChanneltivity, Impartner PRM alternatives: PartnerStack, Salesforce PRM, impact.com
Kimi K2Channelscaler, Kiflo PRM alternatives: Magentrix PRM, PartnerStack
GLM 4.7 FlashXJourneyBee alternatives: Channelscaler, Impartner PRM, PartnerStack, Salesforce PRM
MiniMax M2.5Channelscaler, Kiflo PRM alternatives: Channeltivity, PartnerStack
Muse Glimmer 30BJourneyBee alternatives: Impartner PRM, Kiflo PRM, Magentrix PRM, Mindmatrix, PartnerStack, ZINFI Unified Partner Management
Neither was named
4 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Channeltivity alternatives: Channelscaler, JourneyBee, Unifyr, impact.com
Grok 4.20Introw PRM alternatives: Channelscaler, Kiflo PRM
DeepSeek V4 FlashZINFI Unified Partner Management alternatives: Channelscaler, Impartner PRM, Kiflo PRM, Magentrix PRM
GPT-6 LunaChanneltivity alternatives: Channelscaler, Kiflo PRM
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.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
PartnerPortal.io leads by forty points.
PartnerPortal.io44%#1 of 13PartnerStack4%#3 of 13Mid-marketThe figures above
PartnerPortal.io leads by eighteen points.
PartnerPortal.io24%#1 of 14PartnerStack6%#7 of 14Enterprise
Level: the same share of first choices.
PartnerPortal.io0%#– of 11PartnerStack0%#10 of 11What the models said about PartnerPortal.io
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
What the models said about PartnerStack
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“PartnerStack: It has a high negative share on labels, with 35% of labels being negative” Llama 4 Maverick · negative prompt · hard negative
“stick to platforms that specialize specifically in the channel workflow (like PartnerStack, Reselling.io, Allbound, or Salesforce Commerce Cloud)” Qwen 3.7 Flash · negative prompt · first choice
Also compared
PartnerPortal.io vs ChanneltivityPartnerPortal.io vs JourneyBeePartnerPortal.io vs Kiflo PRMPartnerPortal.io vs ChannelscalerPartnerPortal.io vs Impartner PRMPartnerPortal.io vs Introw PRMChanneltivity vs PartnerStackJourneyBee vs PartnerStackKiflo PRM vs PartnerStackChannelscaler vs PartnerStackImpartner PRM vs PartnerStackPartnerStack vs Introw PRMAll twenty-eight head-to-head pages and the full PRM standing
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.