Two of fourteen models named Unifyr first on the direct prompt; zero named ZINFI Unified Partner Management. Both were named by all fourteen models and Unifyr carries 44 labels and ZINFI Unified Partner Management 34, so the shares are not directly comparable.
Named in three categories this edition.
Named in three 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 channel partner and local marketing page.
Across every category in the November 2026 Edition, Unifyr and ZINFI Unified Partner Management were named in the same answer 105 times, of the 166 answers naming Unifyr and the 239 naming ZINFI Unified Partner Management. In those answers ZINFI Unified Partner Management took the first choice nineteen times and Unifyr seven.
| 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. Six of seven in this category shown.
“Unifyr/Zift (for mid-market) ... carry the most consistent, documented complaints in the space” Muse Glimmer 30B · negative prompt · hard negative
“What to Avoid on a Limited Budget ... Zift Solutions (Unifyr) | Custom quote | Enterprise” DeepSeek V4 Flash · budget prompt · hard negative
“well-known in the category, but they're more often positioned as broader partner/revenue platforms than strictly budget-first tools” GPT-5.4 mini · budget prompt · soft negative
“ZiftONE provides one workspace for the full partner life cycle, delivering partner relationship management, through-channel marketing automation, training, and incentives in one place.” Claude Haiku 4.5 · direct prompt · first choice
“often positioned as an integrated PRM + TCMA + LMS suite... strong fit if you want partner portals, training, MDF, and campaign automation in one stack” GPT-5.4 mini · comparative prompt · first choice
“Best for: Enterprise B2B tech, telecom, and complex manufacturing programs requiring an all-in-one PRM + TCMA + LMS architecture.” Gemini 3.5 Flash · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Negative share 32% in the GTM AI index ... "A high negative share on a product with few labels is a warning."” Muse Glimmer 30B · negative prompt · hard negative
“What to Avoid on a Limited Budget ... ZINFI | Custom quote | Modular pricing; enterprise-focused” DeepSeek V4 Flash · budget prompt · hard negative
“ZINFI: Strong all-in-one for TCMA. Excellent for brand compliance, fund management, PRM integration, and global channels.” Grok 4.20 · scale 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.