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Affiliate and partner management · November 2026 Edition

PartnerStack vs Tapfiliate

Fourteen of fourteen models named PartnerStack first on the direct prompt; zero named Tapfiliate. PartnerStack was named by fourteen of the fourteen models and Tapfiliate by eleven and PartnerStack carries 52 labels and Tapfiliate 21, so the shares are not directly comparable.

PartnerStack

endorsed leader

Named in five categories this edition.

Tapfiliate

accepted challenger

Named in three categories this edition.

First-choice share56%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate6%5%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#7A position in a field of 16; printed, not drawn.
Labels5221A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, PartnerStack reading right to left. Rank and label count are printed, not drawn.impact.com was named alongside these two in twelve of the fourteen direct answers. PartnerStack vs impact.com · PartnerStack vs UpPromote · PartnerStack vs Rewardful

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 affiliate and partner 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.
PartnerStackFirst choices, of fourteen modelsTapfiliate
Direct140
Paraphrase140
Comparative00
Budget-constrained012 against PartnerStack
Scale-constrained00
Negative001 against PartnerStack · 1 against Tapfiliate
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.

Across every category in the November 2026 Edition, PartnerStack and Tapfiliate were named in the same answer fifty-nine times, of the 439 answers naming PartnerStack and the 87 naming Tapfiliate. In those answers Tapfiliate took the first choice eight times and PartnerStack ten.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where PartnerStack and Tapfiliate stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
PartnerStack Tapfiliate first choice named as an alternative argued againstblank: not namedEach cell is one answer, PartnerStack on the left and Tapfiliate on the right.

The direct prompt

The plain question, one answer per model, grouped by where PartnerStack and Tapfiliate stood in it.

PartnerStack first, Tapfiliate an alternative

14 of 14 modelsTapfiliate was named in the answer but not as the choice, or not at all.
Claude Haiku 4.5PartnerStack alternatives: Reditus, Tapfiliate, impact.com
GPT-5.4 miniPartnerStack alternatives: Trackdesk, impact.com
Gemini 3.5 FlashPartnerStack alternatives: Channeltivity, Everflow, Introw, impact.com
Perplexity SonarPartnerStack alternatives: Everflow, Reditus
Grok 4.20PartnerStack alternatives: Awin, CJ Affiliate, Rewardful, impact.com
Mistral SmallPartnerStack
DeepSeek V4 FlashPartnerStack alternatives: Everflow, Scaleo, impact.com
Llama 4 MaverickPartnerStack alternatives: Awin, impact.com
Qwen 3.7 FlashPartnerStack, impact.com alternatives: Post Affiliate Pro
Kimi K2PartnerStack alternatives: Reditus, Trackdesk, impact.com
GLM 4.7 FlashXPartnerStack, impact.com alternatives: Ambassador
MiniMax M2.5PartnerStack alternatives: impact.com
GPT-6 LunaPartnerStack alternatives: Everflow, impact.com
Muse Glimmer 30BPartnerStack alternatives: Ambassador, Reditus, Trackdesk, impact.com

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
PartnerStack leads by seven points.
PartnerStack15%#2 of 13
Tapfiliate8%#5 of 13
The full small business standing →
Mid-marketThe figures above
PartnerStack leads by fifty-four points.
PartnerStack56%#1 of 16
Tapfiliate2%#7 of 16
The full mid-market standing →
Enterprise
PartnerStack leads by thirty-two points.
PartnerStack38%#1 of 10
Tapfiliate6%#3 of 10
The full enterprise standing →

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 enterprise platforms such as PartnerStack, which starts near $1,000/month” Perplexity Sonar · budget prompt · hard negative
“Avoid enterprise tools: Skip Impact, PartnerStack, or Everflow unless scaling” Grok 4.20 · budget prompt · hard negative
“Start with PartnerStack if you're in B2B SaaS/Services, or Impact.com if you want a comprehensive partnership management platform.” GLM 4.7 FlashX · direct prompt · first choice

What the models said about Tapfiliate

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.

“Rewardful and Tapfiliate are affiliate management platforms that fall short for serious affiliate programs” Claude Haiku 4.5 · negative prompt · hard negative
“For most companies with a limited budget, Tapfiliate is usually the best balance” GPT-5.4 mini · budget prompt · first choice
“Offers a starting price of €74/month and is self-managed, making it a cost-effective choice for small businesses.” Mistral Small · budget prompt · alternative
“Tapfiliate supports affiliate, referral, and influencer programs and is suited for mid-tier pricing.” Claude Haiku 4.5 · direct prompt · alternative
Also compared

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.