Zero of fourteen models named Rewardful first on the direct prompt; zero named Post Affiliate Pro. Rewardful was named by ten of the fourteen models and Post Affiliate Pro by nine and both carry 19 labels, so the shares below are directly comparable.
Named in four categories this edition.
Named in two 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 affiliate and partner management page.
Across every category in the November 2026 Edition, Rewardful and Post Affiliate Pro were named in the same answer thirty-one times, of the 114 answers naming Rewardful and the 72 naming Post Affiliate Pro. In those answers Post Affiliate Pro took the first choice one time and Rewardful four.
| 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. Four of four in this category shown.
“Rewardful and Tapfiliate are affiliate management platforms that fall short for serious affiliate programs, as they have dated interfaces” Claude Haiku 4.5 · negative prompt · hard negative
“start with software like Rewardful (SaaS) or Refersion (e-commerce) if under $10M revenue” Grok 4.20 · comparative prompt · first choice
“Rewardful/FirstPromoter/Trackdesk for broader use” Grok 4.20 · budget prompt · first choice
“I'd recommend UpPromote or Rewardful” Kimi K2 · 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.
“If you need the absolute lowest cost, Affiliatly and Post Affiliate Pro are excellent starting points.” Mistral Small · budget prompt · first choice
“The Best for Lowest Long-Term Costs: Post Affiliate Pro ... often the cheapest option over time” Qwen 3.7 Flash · budget prompt · alternative
“Best For: Cost-effective flexibility... Lowest barrier to entry (starting around $89/month)” Qwen 3.7 Flash · 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.