Zero of fourteen models named GRIN first on the direct prompt; two named Traackr. GRIN was named by fourteen of the fourteen models and Traackr by twelve and GRIN carries 43 labels and Traackr 30, 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 October 2026 Edition, GRIN and Traackr were named in the same answer fifty-seven times, of the 108 answers naming GRIN and the 100 naming Traackr. In those answers Traackr took the first choice five times and GRIN six.
| 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.
“"Grin creator discovery feature was removed from the platform without any prior notice."” Muse Glimmer 30B · negative prompt · hard negative
“Grin may be a big financial commitment if you're a new business, and the platform may feel overwhelming if you're beginning influencer marketing” Claude Haiku 4.5 · negative prompt · soft negative
“you want to avoid expensive, enterprise-level SaaS tools (like GRIN, Aspire, or Traackr), which often require four-figure monthly fees” Gemini 3.5 Flash · budget prompt · soft negative
“GRIN is often recommended as the best creator and influencer management tool” Mistral Small · paraphrase prompt · first choice
“If you are a fast-growing DTC brand ... choose GRIN (for large budgets)” Gemini 3.5 Flash · comparative prompt · first choice
“I would recommend GRIN or Favikon, depending on your primary focus.” Qwen 3.7 Flash · paraphrase 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.
“Why to avoid: One of the most expensive influencer marketing platforms on the market” GLM 4.7 FlashX · negative prompt · hard negative
“inaccurate location data (seen in some G2 reviews for platforms like Traackr or Upfluence, though they're not outright "avoid")” Grok 4.20 · negative prompt · soft negative
“platforms with limited discovery capabilities, such as Traackr, may not be ideal for brands” Llama 4 Maverick · negative prompt · soft negative
“I'd recommend Traackr as the best overall creator/influencer management tool” Perplexity Sonar · paraphrase prompt · first choice
“the best overall influencer‑marketing platform is Traackr” GLM 4.7 FlashX · direct prompt · first choice
“Top Pick for Most Mid-Market B2B: Traackr” Grok 4.20 · direct 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.