Eight of twelve models named Favikon first on the direct prompt; zero named Traackr. Favikon was named by eleven of the twelve models and Traackr by ten and Favikon carries 23 labels and Traackr 22, 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 twelve 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 September 2026 Edition, Favikon and Traackr were named in the same answer twenty-six times, of the 52 answers naming Favikon and the 84 naming Traackr. In those answers Traackr took the first choice two times and Favikon fourteen.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 |
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. Three of four in this category shown.
“For pure B2B thought leadership, Favikon is often the sweet spot for mid-market companies balancing cost and functionality.” GLM 4.7 FlashX · direct prompt · first choice
“the strongest single-platform pick is usually Favikon if your program is LinkedIn-first” Perplexity Sonar · direct prompt · first choice
“I'd recommend Favikon if your priority is B2B creator discovery on LinkedIn” Perplexity Sonar · 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.
“often significantly more expensive and complex to implement than Favikon” Qwen 3.7 Flash · paraphrase prompt · soft negative
“Very expensive, enterprise-focused, overkill for mid-sized” DeepSeek V4 Flash · paraphrase prompt · soft negative
“for a mid-market firm, they are often "overkill."” Qwen 3.7 Flash · direct prompt · soft negative
“CreatorIQ or Traackr: These are the industry standards for large-scale enterprise marketing.” Gemini 3.5 Flash · scale prompt · first choice
“Custom attribution models connecting influencer activity to pipeline, but pricing is enterprise-only” MiniMax M2.5 · paraphrase prompt · alternative
“Enterprise-leaning brands focused purely on relationship management and benchmarking” Qwen 3.7 Flash · scale prompt · alternative
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.