Three of fourteen models named Influencity first on the direct prompt; one named Upfluence. Influencity was named by eleven of the fourteen models and Upfluence by fourteen and Influencity carries 12 labels and Upfluence 34, 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.
| 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 | ||||||
| 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. Three of four in this category shown.
“Favikon (if LinkedIn is your primary focus) or Influencity (for a more general platform with good B2B capabilities)” MiniMax M2.5 · paraphrase prompt · first choice
“Influencity – Best Overall Balance for Mid-Market ... the sweet spot for mid-market businesses” Qwen 3.7 Flash · direct prompt · first choice
“Modash and Influencity are the top choices” Mistral Small · direct 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.
“Be very cautious: Upfluence (poor ROI, data quality issues)” DeepSeek V4 Flash · negative prompt · hard negative
“a 12-month annual contract "nearly impossible to escape"” Muse Glimmer 30B · negative prompt · hard negative
“such as Grin and Upfluence—are designed for enterprise-level companies... cautionary tales ... about their billing practices” Gemini 3.5 Flash · negative prompt · soft negative
“The creator and influencer management tool that I would recommend to a mid-sized B2B company is Upfluence.” Llama 4 Maverick · paraphrase prompt · first choice
“Start with Modash or Upfluence for self-service discovery and campaign management” Kimi K2 · direct prompt · first choice
“prioritize GRIN, Upfluence, CreatorIQ for your size” Grok 4.1 Fast · 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.