Seven of fourteen models named Juro first on the direct prompt; five named Ironclad. Juro was named by thirteen of the fourteen models and Ironclad by fourteen and Juro carries 33 labels and Ironclad 59, 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 contract lifecycle management and e-signature page.
Across every category in the October 2026 Edition, Juro and Ironclad were named in the same answer forty-seven times, of the 64 answers naming Juro and the 144 naming Ironclad. In those answers Ironclad took the first choice five times and Juro ten.
| 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. Four of five in this category shown.
“Users have reported frustration with "complex filing structures" and issues with "handling attachments."” GLM 4.7 FlashX · negative prompt · soft negative
“the strongest default pick is Juro if you want a modern, easy-to-roll-out CLM with strong mid-market fit” Perplexity Sonar · direct prompt · first choice
“Choose Juro if you want a balance of powerful legal management and high adoption rates from non-legal users” Qwen 3.7 Flash · direct prompt · first choice
“I'd recommend starting with Concord or Juro if ease of use is priority” MiniMax M2.5 · 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.
“Avoid vendors like Ironclad, Agiloft, Icertis, and ContractPodAI if budget predictability matters” Kimi K2 · budget prompt · hard negative
“Avoid if you need granular security: Ironclad (current security gaps).” GLM 4.7 FlashX · negative prompt · hard negative
“Enterprise suites with long implementations and premium pricing: platforms like Ironclad, DocuSign CLM, Conga, Icertis, and Sirion can be the wrong fit” Perplexity Sonar · negative prompt · soft negative
“aim for mid-market tools like Ironclad, Conga CLM, LinkSquares, Sirion, Agiloft, or SpotDraft... Ironclad/Conga: Workflow-first, Salesforce-heavy, great for sales/legal speed.” Grok 4.20 · scale prompt · first choice
“Ironclad - AI-powered drafting, workflow automation, strong Salesforce integration. Best for mid-market to enterprise legal/sales teams” Grok 4.20 · comparative prompt · first choice
“Most enterprise buyers shortlist Icertis (for AI/governance), Ironclad (for workflow UX), and Sirion” DeepSeek V4 Flash · comparative 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.