Gane, the publisher, sells software in this category. Every product here is measured by the same method as in every other category. How the conflict is handled.
Six of fourteen models named Kompyte first on the direct prompt; five named Crayon. Kompyte was named by thirteen of the fourteen models and Crayon by fourteen and Kompyte carries 52 labels and Crayon 63, so the shares are not directly comparable.
Named in two categories this edition.
Named in three 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 November 2026 Edition, Kompyte and Crayon were named in the same answer 150 times, of the 171 answers naming Kompyte and the 330 naming Crayon. In those answers Crayon took the first choice twenty-seven times and Kompyte forty-two.
| 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.
“Good entry point if you don’t have the budget for enterprise solutions yet, though coverage may be narrower.” Qwen 3.7 Flash · scale prompt · soft negative
“Risks include over-reliance on potentially biased/aggregated data and privacy issues in social scraping” Grok 4.20 · negative prompt · soft negative
“Good for monitoring mentions and basic tracking but lack Crayon's depth in B2B sales tools.” Grok 4.20 · direct prompt · soft negative
“I would start with: - Kompyte (or Crayon if you need more AI\u2011driven insights) \u2013 gives you the broadest coverage of competitor digital activity in a single dashboard.” MiniMax M2.5 · paraphrase prompt · first choice
“The Best All-In-One Choice: Kompyte ... Kompyte is widely considered the industry standard for mid-to-large market B2B companies.” Qwen 3.7 Flash · paraphrase prompt · first choice
“For most mid‑market B2B companies, Kompyte (now part of Semrush) is the best all‑around competitive intelligence tool.” GLM 4.7 FlashX · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Avoid enterprise tools like Klue, Crayon, Contify, and Similarweb (full versions)” DeepSeek V4 Flash · budget prompt · hard negative
“Crayon: A competitor intelligence platform ... best suited for product marketing and competitive intelligence teams at mid-size and enterprise B2B companies.” Llama 4 Maverick · paraphrase prompt · first choice
“Best Overall: Crayon ... Consistently rated as the best all-around CI platform for mid-market and enterprise teams” Kimi K2 · direct prompt · first choice
“The Best All-Rounder: Crayon ... widely considered the gold standard for mid-market and large enterprises” Qwen 3.7 Flash · 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.