Nine of fourteen models named Kompyte first on the direct prompt; zero named Crayon. Kompyte was named by fourteen of the fourteen models and Crayon by thirteen and Kompyte carries 56 labels and Crayon 55, so the shares are not directly comparable.
Named in two categories this edition.
Named in five 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 competitive intelligence tools page.
Across every category in the October 2026 Edition, Kompyte and Crayon were named in the same answer 151 times, of the 176 answers naming Kompyte and the 308 naming Crayon. In those answers Crayon took the first choice twenty-six times and Kompyte forty.
| 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. Six of eight in this category shown.
“Avoid if you work in a fast-moving industry.” DeepSeek V4 Flash · negative prompt · hard negative
“Products such as Crayon, Klue, and Kompyte ... do not explain buyer decision-making or deal-level context” Perplexity Sonar · negative prompt · soft negative
“some users report it can become pricey relative to its utility if you only need basic tracking” Qwen 3.7 Flash · negative prompt · soft negative
“The best competitive intelligence tool for a mid-market B2B company is Kompyte, as it is considered the strongest mid-market option” Llama 4 Maverick · direct prompt · first choice
“Kompyte is consistently ranked as the best dedicated competitive intelligence platform for companies on a tight budget” Qwen 3.7 Flash · budget prompt · first choice
“Pick Crayon or Kompyte. These tools are built to surface competitor updates in a format sellers can use quickly.” GPT-5.4 mini · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five in this category shown.
“Enterprise tools (Crayon, Klue) typically start at $25K+/year — avoid these on a limited budget” Kimi K2 · budget prompt · hard negative
“Avoid if you don't have a dedicated person to manage curation.” DeepSeek V4 Flash · negative prompt · hard negative
“If the company is looking for an all-in-one platform that can track competitor websites, messaging, pricing, and product changes, Crayon or Klue may be a good fit.” Llama 4 Maverick · paraphrase prompt · first choice
“Compliant, managed data-extraction pipelines or enterprise CI tools (like Crayon or Klue) that strictly monitor public web signals” Gemini 3.5 Flash · negative prompt · first choice
“Crayon | All-around B2B CI for marketing + sales | $15K–$40K/yr | AI battlecards, deep CRM/Slack integration” DeepSeek V4 Flash · 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.