Partner relationship management · October 2026 Edition
PartnerPortal.io vs PartnerStack
Zero of fourteen models named PartnerPortal.io first on the direct prompt; one named PartnerStack. PartnerPortal.io was named by eleven of the fourteen models and PartnerStack by fourteen and PartnerPortal.io carries 16 labels and PartnerStack 43, so the shares are not directly comparable.
Named in two categories this edition.
Named in five categories this edition.
First-choice share22%6%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate6%26%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#5A position in a field of 11; printed, not drawn.
Labels1643A 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.Channeltivity was named alongside these two in eleven of the fourteen direct answers. PartnerPortal.io vs Channeltivity · PartnerPortal.io vs Channelscaler · PartnerPortal.io vs Impartner 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
Direct01
Paraphrase01
Comparative00
Budget-constrained1101 against PartnerStack
Scale-constrained01
Negative001 against PartnerPortal.io · 10 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.
PartnerStack first, PartnerPortal.io not the choice
1 of 14 modelsPartnerPortal.io was named in the answer but not as the choice, or not at all.Grok 4.20PartnerStack alternatives: Channelscaler, Channeltivity, Kiflo PRM
Neither was the first choice, one was named
5 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, Impartner PRM, Introw, Kiflo PRM, PartnerStack
Kimi K2Channelscaler alternatives: Channeltivity, Impartner PRM, PartnerStack
GPT-6 LunaChanneltivity alternatives: Magentrix PRM, PartnerStack, Salesforce PRM
Muse Glimmer 30BJourneyBee alternatives: Channeltivity, Impartner PRM, PartnerPortal.io, Salesforce PRM
Neither was named
8 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Kiflo PRM alternatives: Channeltivity, Salesforce PRM
Perplexity SonarHubSpot CRM alternatives: Microsoft Dynamics 365 Sales, Zoho CRM
Mistral SmallChanneltivity alternatives: Impartner PRM, Unifyr
DeepSeek V4 FlashChannelscaler alternatives: Channeltivity, Impartner PRM, ZINFI Unified Partner Management
Llama 4 Maverickno first choice alternatives: Channeltivity, Impartner PRM, Kademi, Zinfi Unified Partner
Qwen 3.7 FlashImpartner PRM alternatives: Channelscaler, HubSpot Partners, ZINFI Unified Partner Management
GLM 4.7 FlashXChannelscaler, Channeltivity alternatives: Impartner PRM, Salesforce PRM, ZINFI Unified Partner Management
MiniMax M2.5no first choice
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 twenty-one points.
PartnerPortal.io34%#1 of 12PartnerStack13%#3 of 12Mid-marketThe figures above
PartnerPortal.io leads by sixteen points.
PartnerPortal.io22%#1 of 11PartnerStack6%#5 of 11Enterprise
Level: the same share of first choices.
PartnerPortal.io0%#– of 9PartnerStack0%#7 of 9What the models said about PartnerPortal.io
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 4.20 · 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. Three of three in this category shown.
“Avoid or be cautious with Impact and PartnerStack if your priority is to minimize commission-based costs on partner sales.” Perplexity Sonar · negative prompt · hard negative
“Impact and PartnerStack are two PRM platforms that may be worth avoiding due to their commission-based pricing models” Llama 4 Maverick · negative prompt · hard negative
“Avoid platforms that: 1. Charge percentage fees on your partner sales (Impact.com, PartnerStack)” Kimi K2 · negative prompt · hard negative
Also compared
PartnerPortal.io vs ChanneltivityPartnerPortal.io vs ChannelscalerPartnerPortal.io vs Impartner PRMPartnerPortal.io vs ZINFI Unified Partner ManagementPartnerPortal.io vs Kiflo PRMPartnerPortal.io vs UnifyrChanneltivity vs PartnerStackChannelscaler vs PartnerStackImpartner PRM vs PartnerStackPartnerStack vs ZINFI Unified Partner ManagementPartnerStack vs Kiflo PRMPartnerStack vs UnifyrAll 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.