Eleven of fourteen models named Favikon first on the direct prompt; zero named GRIN. Favikon was named by thirteen of the fourteen models and GRIN by fourteen and Favikon carries 23 labels and GRIN 37, so the shares are not directly comparable.
Named in one category 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 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 influencer platforms page.
Across every category in the November 2026 Edition, Favikon and GRIN were named in the same answer nineteen times, of the 58 answers naming Favikon and the 111 naming GRIN. In those answers GRIN took the first choice zero times and Favikon eleven.
| 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 five in this category shown.
“Mid-market pricing → Influencity, Modash, Favikon (generally $150–$500/mo)” GLM 4.7 FlashX · budget prompt · soft negative
“Favikon - a platform that offers a comprehensive database of B2B creators and allows for automated partnership management and real-time analytics.” Llama 4 Maverick · paraphrase prompt · first choice
“Favikon for LinkedIn-first discovery and KALO IQ for broader business-tech authority creators are the most frequently recommended 2026 options.” Muse Glimmer 30B · direct prompt · first choice
“Start with Favikon or Later Influence if you want the best balance of B2B functionality, mid-market pricing, and self-serve flexibility.” Kimi K2 · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid DTC-focused platforms: Platforms like GRIN, Aspire, or CreatorIQ are built for consumer e-commerce” Gemini 3.5 Flash · direct prompt · hard negative
“Lower pricing tiers than enterprise tools like Upfluence ($478+/month) or Grin (tiered subscriptions often $500+)” Grok 4.20 · budget prompt · soft negative
“Enterprise platforms like Aspire, Upfluence, or Grin can easily cost $300–$1,000+ per month” Gemini 3.5 Flash · budget prompt · soft negative
“Best For: High-volume brands needing an internal "Creator CRM." ... It excels at scaling campaigns but has a steeper learning curve.” Qwen 3.7 Flash · comparative prompt · first choice
“Arguably the strongest Shopify integration — it connects product seeding, order tracking, and creator payments into one workflow.” DeepSeek V4 Flash · comparative prompt · first choice
“Choose GRIN for a growing DTC brand managing an ongoing creator program.” Perplexity Sonar · comparative 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.