# Concord vs Conga CLM: 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 Conga CLM. Page: https://gtm-ai-index.com/revops/contract-lifecycle-management-and-e-signature/concord-vs-conga-clm/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Concord | 19% | #2 of 15 | 3% | 35 | 13 of 14 |
| Conga CLM | 2% | #8 of 15 | 30% | 33 | 14 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)
- GPT-5.4 mini: neither first, one named (first choices: Ironclad) (alternatives: Conga CLM, DocuSign CLM)
- 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)
- Llama 4 Maverick: neither first, one named (first choices: Juro) (alternatives: Conga CLM, Oneflow)
- 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)
- Gemini 3.5 Flash: neither named (first choices: Ironclad) (alternatives: Gatekeeper, Juro, LinkSquares)
- Perplexity Sonar: neither named (first choices: Juro) (alternatives: Ironclad, 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 Conga CLM

- "Customer reviews show high levels of dissatisfaction with feature usability, interface design and overall scalability" (Claude Haiku 4.5, negative prompt, hard negative)
- "Conga is among the most frequently criticized major CLM platforms... The biggest cautions are around Conga CLM" (DeepSeek V4 Flash, negative prompt, hard negative)
- "generally avoid buying "Heavy Enterprise" platforms like Icertis or Conga" (Qwen 3.7 Flash, negative prompt, hard negative)
- "Ironclad/Conga: Workflow-first, Salesforce-heavy, great for sales/legal speed." (Grok 4.1 Fast, scale prompt, first choice)
- "For teams already in the Salesforce ecosystem or requiring enterprise-grade features, Conga CLM is a strong contender." (Mistral Small, direct prompt, alternative)
- "a comprehensive CLM solution that helps design and streamline the entire contract lifecycle management process" (Llama 4 Maverick, direct prompt, alternative)

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.