# Juro vs Ironclad: which do AI models recommend for CLM, October 2026

GTM AI Recommendation Index, October 2026 Edition, Contract lifecycle management and e-signature. Seven of fourteen models named Juro first on the direct prompt; five named Ironclad. Page: https://gtm-ai-index.com/revops/contract-lifecycle-management-and-e-signature/juro-vs-ironclad/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Juro | 17% | #3 of 15 | 3% | 33 | 13 of 14 |
| Ironclad | 15% | #4 of 15 | 20% | 59 | 14 of 14 |

## The direct prompt, model by model

- MiniMax M2.5: both first (first choices: Concord, Ironclad, Juro) (alternatives: DocuSign CLM, PandaDoc)
- Perplexity Sonar: juro first (first choices: Juro) (alternatives: Ironclad, Oneflow)
- DeepSeek V4 Flash: juro first (first choices: Juro) (alternatives: Concord, DocuSign CLM, LinkSquares, PandaDoc)
- Llama 4 Maverick: juro first (first choices: Juro) (alternatives: Conga CLM, Oneflow)
- Qwen 3.7 Flash: juro first (first choices: Juro) (alternatives: Ironclad, PandaDoc)
- GLM 4.7 FlashX: juro first (first choices: Juro) (alternatives: Concord, PandaDoc)
- GPT-6 Luna: juro first (first choices: Juro) (alternatives: Ironclad, LinkSquares, SpotDraft)
- GPT-5.4 mini: ironclad first (first choices: Ironclad) (alternatives: Conga CLM, DocuSign CLM)
- Gemini 3.5 Flash: ironclad first (first choices: Ironclad) (alternatives: Gatekeeper, Juro, LinkSquares)
- Grok 4.20: ironclad first (first choices: Ironclad) (alternatives: Concord, Juro)
- Muse Glimmer 30B: ironclad first (first choices: Ironclad) (alternatives: Agiloft, Concord)
- Claude Haiku 4.5: neither first, one named (first choices: Concord) (alternatives: Ironclad, LinkSquares)
- Mistral Small: neither first, one named (first choices: Concord) (alternatives: Conga CLM, Ironclad)
- Kimi K2: neither first, one named (first choices: DocuSign CLM) (alternatives: Concord, Ironclad, LinkSquares)

## What the models said about Juro

- "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)

## What the models said about Ironclad

- "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)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.