Zero of twelve models named Tapfiliate first on the direct prompt; zero named Trackdesk. Tapfiliate was named by eleven of the twelve models and Trackdesk by eight and Tapfiliate carries 22 labels and Trackdesk 10, so the shares are not directly comparable.
Named in four categories this edition.
Named in one category 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 affiliate and partner management page.
| 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. Four of five in this category shown.
“Simpler, cheaper, but may lack enterprise depth” DeepSeek V4 Flash · scale prompt · soft negative
“If you are strictly focused on affiliate marketing and want a simpler, cost-effective setup, go with Tapfiliate.” Qwen 3.7 Flash · paraphrase prompt · first choice
“Start with a free trial of ReferralCandy or Tapfiliate. Both offer robust features at accessible prices” Qwen 3.7 Flash · budget prompt · first choice
“A strong all-around choice for small businesses... General small business/ecommerce: Tapfiliate” GPT-5.4 mini · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“the recommended affiliate program management tool for a mid-sized B2B company is Trackdesk, as it is considered the best mid-market balance” Llama 4 Maverick · paraphrase prompt · first choice
“If you have virtually no budget to start, GoAffPro or Trackdesk are excellent choices.” Claude Haiku 4.5 · budget prompt · first choice
“Choose Trackdesk if you care most about mid-market value, simplicity, and transparent pricing” Perplexity Sonar · direct prompt · alternative
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.