Zero of fourteen models named GRIN first on the direct prompt; zero named Traackr. GRIN was named by fourteen of the fourteen models and Traackr by thirteen and GRIN carries 37 labels and Traackr 38, so the shares are not directly comparable.
Named in one category 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 influencer platforms page.
Across every category in the November 2026 Edition, GRIN and Traackr were named in the same answer seventy-two times, of the 111 answers naming GRIN and the 121 naming Traackr. In those answers Traackr took the first choice five times and GRIN five.
| 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 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“with Traackr and Ainfluencer being mentioned as platforms to avoid” Llama 4 Maverick · negative prompt · hard negative
“evaluate closely against your budget and expected usage; it is frequently characterized as one of the more expensive options” Perplexity Sonar · negative prompt · soft negative
“Noted as one of the most expensive influencer marketing platforms on the market, which may not justify its cost” Mistral Small · negative prompt · soft negative
“CreatorIQ or Traackr: Best for enterprise-level brand safety, large-scale relationship management, and complex global workflows.” Gemini 3.5 Flash · scale prompt · first choice
“large global brands focused on standardized measurement choose CreatorIQ/Traackr” Muse Glimmer 30B · comparative prompt · first choice
“prioritize platforms like CreatorIQ, Traackr, Later Influence, or GRIN” GLM 4.7 FlashX · 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.