Three of twelve models named JourneyBee first on the direct prompt; zero named PartnerStack. JourneyBee was named by nine of the twelve models and PartnerStack by nine and JourneyBee carries 15 labels and PartnerStack 11, so the shares are not directly comparable.
Named in three categories this edition.
Named in six categories 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 channel partner and local marketing 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. Three of three in this category shown.
“I'd recommend Journeybee if your main need is a partner marketing / PRM tool, because it is explicitly positioned as the best PRM for mid-market B2B companies” Perplexity Sonar · paraphrase prompt · first choice
“🥇 Top Pick: Journeybee ... Why it wins: Journeybee combines PRM, TCMA, and multi-tier distributor management in one platform at a mid-market price point” DeepSeek V4 Flash · direct prompt · first choice
“Journeybee — Best Overall All-in-One for SMBs ... offers the best value-to-features ratio if you can stretch to ~$500/month” DeepSeek V4 Flash · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“PartnerStack if you're a B2B software company and want a partner ecosystem platform that's strong on scaling recruitment, management, and payouts” GPT-5.4 mini · paraphrase prompt · first choice
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.