Five of fourteen models named Silktide first on the direct prompt; zero named AudioEye. Silktide was named by fourteen of the fourteen models and AudioEye by twelve and Silktide carries 50 labels and AudioEye 25, 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 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 website governance and accessibility page.
Across every category in the October 2026 Edition, Silktide and AudioEye were named in the same answer forty times, of the 126 answers naming Silktide and the 69 naming AudioEye. In those answers AudioEye took the first choice three times and Silktide thirteen.
| 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 six in this category shown.
“routinely start at $5,000 to $50,000+ per year—are usually out of reach” Gemini 3.5 Flash · budget prompt · soft negative
“~$500/mo+ | Large enterprises ... Overkill for most small budgets” DeepSeek V4 Flash · budget prompt · soft negative
“Silktide: Known specifically for web governance. It helps manage multiple sites, enforces content quality alongside accessibility, and provides a clear overview for large organizations.” Qwen 3.7 Flash · scale prompt · first choice
“All-in-one web governance with strong accessibility (WCAG 2.1/2.2 scanning at A/AA/AAA), content quality, SEO, broken links, legal compliance, and user behavior analysis.” Grok 4.1 Fast · comparative prompt · first choice
“Silktide - a web governance platform that analyzes and improves websites across accessibility, content, SEO, user experience, analytics, and compliance.” Llama 4 Maverick · direct 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.
“court rulings (such as in *LightHouse v. ADP*) have explicitly stated that overlay solutions do not constitute adequate accessibility fixes under the law” Qwen 3.7 Flash · negative prompt · hard negative
“Similar overlay issues; involved in lawsuits where it was cited as a barrier, not a fix.” Grok 4.1 Fast · negative prompt · hard negative
“AudioEye - One of the overlay platforms that has appeared in lawsuit data” MiniMax M2.5 · negative prompt · hard negative
“AudioEye - Best for managed remediation plus monitoring for SMB to mid-market teams.” Llama 4 Maverick · paraphrase prompt · first choice
“Best Overall Recommendation: AudioEye” Claude Haiku 4.5 · paraphrase prompt · first choice
“strong if you want active monitoring and some automatic fixes, but it still benefits from expert testing alongside automation” Perplexity Sonar · paraphrase 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.