Zero of fourteen models named GRIN first on the direct prompt; zero named CreatorIQ. GRIN was named by fourteen of the fourteen models and CreatorIQ by twelve and GRIN carries 43 labels and CreatorIQ 27, 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 CreatorIQ were named in the same answer sixty-three times, of the 108 answers naming GRIN and the 116 naming CreatorIQ. In those answers CreatorIQ took the first choice twenty-one times and GRIN 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 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 seven in this category shown.
“Traditional platforms like GRIN, CreatorIQ, or Upfluence are built primarily for Instagram, TikTok, and lifestyle creators.” Gemini 3.5 Flash · direct prompt · soft negative
“require custom quotes that often start at $20,000+/year, putting them out of reach for many mid-size teams” DeepSeek V4 Flash · paraphrase prompt · soft negative
“Overkill for mid‑size teams; steep learning curve and higher minimum spend” GLM 4.7 FlashX · direct prompt · soft negative
“I'd generally recommend CreatorIQ if your priority is serious creator program management, governance, integrations, and scaling B2B-style campaigns” GPT-5.4 mini · paraphrase prompt · first choice
“CreatorIQ | Complex, global teams needing heavy governance... (Gold standard for enterprise).” DeepSeek V4 Flash · scale prompt · first choice
“CreatorIQ's enterprise-grade analytics and attribution capabilities are unmatched.” GLM 4.7 FlashX · 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.