# Concord vs Zoho Contracts: which do AI models recommend for CLM, October 2026

GTM AI Recommendation Index, October 2026 Edition, Contract lifecycle management and e-signature. Three of fourteen models named Concord first on the direct prompt; zero named Zoho Contracts. Page: https://gtm-ai-index.com/revops/contract-lifecycle-management-and-e-signature/concord-vs-zoho-contracts/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Concord | 19% | #2 of 15 | 3% | 35 | 13 of 14 |
| Zoho Contracts | 8% | #5 of 15 | 8% | 12 | 10 of 14 |

## The direct prompt, model by model

- Claude Haiku 4.5: concord first (first choices: Concord) (alternatives: Ironclad, LinkSquares)
- Mistral Small: concord first (first choices: Concord) (alternatives: Conga CLM, Ironclad)
- MiniMax M2.5: concord first (first choices: Concord, Ironclad, Juro) (alternatives: DocuSign CLM, PandaDoc)
- Grok 4.1 Fast: neither first, one named (first choices: Ironclad) (alternatives: Concord, Juro)
- DeepSeek V4 Flash: neither first, one named (first choices: Juro) (alternatives: Concord, DocuSign CLM, LinkSquares, PandaDoc)
- Kimi K2: neither first, one named (first choices: DocuSign CLM) (alternatives: Concord, Ironclad, LinkSquares)
- GLM 4.7 FlashX: neither first, one named (first choices: Juro) (alternatives: Concord, PandaDoc)
- Muse Glimmer 30B: neither first, one named (first choices: Ironclad) (alternatives: Agiloft, Concord)
- GPT-5.4 mini: neither named (first choices: Ironclad) (alternatives: Conga CLM, DocuSign CLM)
- Gemini 3.5 Flash: neither named (first choices: Ironclad) (alternatives: Gatekeeper, Juro, LinkSquares)
- Perplexity Sonar: neither named (first choices: Juro) (alternatives: Ironclad, Oneflow)
- Llama 4 Maverick: neither named (first choices: Juro) (alternatives: Conga CLM, Oneflow)
- Qwen 3.7 Flash: neither named (first choices: Juro) (alternatives: Ironclad, PandaDoc)
- GPT-6 Luna: neither named (first choices: Juro) (alternatives: Ironclad, LinkSquares, SpotDraft)

## What the models said about Concord

- ""The very small team (~22 employees) raises questions about support and migration capacity"" (Muse Glimmer 30B, negative prompt, soft negative)
- "The best contract lifecycle management platform for a company with a limited budget is Concord, which has an entry tier priced at $499." (Llama 4 Maverick, budget prompt, first choice)
- "If you have 3–5 people and want simplicity: Concord ($499/month flat) is hard to beat for predictable costs and true CLM features." (Kimi K2, budget prompt, first choice)
- "For a balance of affordability, ease of use, and mid-market focus, Concord is often the top recommendation." (Mistral Small, direct prompt, first choice)

## What the models said about Zoho Contracts

- "Adoption issues — counterparties reportedly prefer negotiating outside the platform" (DeepSeek V4 Flash, negative prompt, soft negative)
- "Zoho Contracts offers the most affordable entry point at $30 per user per month with native e-signatures included" (Claude Haiku 4.5, budget prompt, first choice)
- "For a genuinely limited budget, I'd start with Zoho Contracts." (GPT-6 Luna, budget prompt, first choice)
- "Zoho Contracts — Best Overall Budget Option" (MiniMax M2.5, budget 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.