Zero of fourteen models named Crayon first on the direct prompt; zero named SpyFu. Crayon was named by thirteen of the fourteen models and SpyFu by thirteen and Crayon carries 55 labels and SpyFu 19, so the shares are not directly comparable.
Named in five categories 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 competitive intelligence tools page.
Across every category in the October 2026 Edition, Crayon and SpyFu were named in the same answer forty-eight times, of the 308 answers naming Crayon and the 73 naming SpyFu. In those answers SpyFu took the first choice seven times and Crayon four.
| 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. 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Verdict: Use only for basic PPC keyword research, not for comprehensive competitive intelligence.” GLM 4.7 FlashX · negative prompt · hard negative
“Examples to scrutinize: Tools like some SEO/spy suites (e.g., SpyFu, certain features in SEMrush/Ahrefs) or generic scrapers.” Grok 4.1 Fast · negative prompt · soft negative
“Tools like Semrush, Ahrefs, and SpyFu ... are not full competitive-intelligence platforms” Perplexity Sonar · negative prompt · soft negative
“For the tightest budget, SpyFu appears to be the most cost-effective option specifically designed for competitor research.” MiniMax M2.5 · budget prompt · first choice
“My top overall recommendation: If you can afford ~$29/month, SpyFu gives you the most actionable competitive intelligence” DeepSeek V4 Flash · budget prompt · first choice
“Best low-budget choice: SpyFu—if your competitive intelligence is mainly about SEO and Google Ads.” GPT-6 Luna · budget 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.