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Contract lifecycle management and e-signature · October 2026 Edition

Ironclad vs DocuSign CLM

Five of fourteen models named Ironclad first on the direct prompt; one named DocuSign CLM. Both were named by all fourteen models and Ironclad carries 59 labels and DocuSign CLM 38, so the shares are not directly comparable.

Ironclad

accepted challenger

Named in one category this edition.

DocuSign CLM

criticized challenger

By Docusign, San Francisco, United States, founded 2003. Named in one category this edition.

First-choice share15%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.

Negative rate20%32%Negative labels as a share of the product's labels, 0 to 100.

Rank in category#4#6A position in a field of 15; printed, not drawn.

Labels5938A count; the two differ.

The two percentage rows are drawn on one 0 to 100 track, Ironclad reading right to left. Rank and label count are printed, not drawn.Juro was named alongside these two in nine of the fourteen direct answers. PandaDoc vs Ironclad · PandaDoc vs DocuSign CLM · Concord vs Ironclad

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.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.

IroncladFirst choices, of fourteen modelsDocuSign CLM

Direct511 against DocuSign CLM

Paraphrase114 against Ironclad · 2 against DocuSign CLM

Comparative61

Budget-constrained003 against Ironclad

Scale-constrained20

Negative105 against Ironclad · 9 against DocuSign CLM

Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.

Across every category in the October 2026 Edition, Ironclad and DocuSign CLM were named in the same answer eighty-nine times, of the 144 answers naming Ironclad and the 118 naming DocuSign CLM. In those answers DocuSign CLM took the first choice nine times and Ironclad sixteen.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Ironclad and DocuSign CLM stood in it.

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

Ironclad

DocuSign CLM

first choice

named as an alternative

argued againstblank: not namedEach cell is one answer, Ironclad on the left and DocuSign CLM on the right.

The direct prompt

The plain question, one answer per model, grouped by where Ironclad and DocuSign CLM stood in it.

Ironclad first, DocuSign CLM an alternative

5 of 14 modelsDocuSign CLM was named in the answer but not as the choice, or not at all.

GPT-5.4 miniIronclad alternatives: Conga CLM, DocuSign CLM

Gemini 3.5 FlashIronclad alternatives: Gatekeeper, Juro, LinkSquares

Grok 4.1 FastIronclad alternatives: Concord, Juro

MiniMax M2.5Concord, Ironclad, Juro alternatives: DocuSign CLM, PandaDoc

Muse Glimmer 30BIronclad alternatives: Agiloft, Concord

DocuSign CLM first, Ironclad an alternative

1 of 14 modelsIronclad was named in the answer but not as the choice, or not at all.

Kimi K2DocuSign CLM alternatives: Concord, Ironclad, LinkSquares

Neither was the first choice, one was named

6 of 14 modelsThe answer put something else first and named one of the two as an alternative.

Claude Haiku 4.5Concord alternatives: Ironclad, LinkSquares

Perplexity SonarJuro alternatives: Ironclad, Oneflow

Mistral SmallConcord alternatives: Conga CLM, Ironclad

DeepSeek V4 FlashJuro alternatives: Concord, DocuSign CLM, LinkSquares, PandaDoc

Qwen 3.7 FlashJuro alternatives: Ironclad, PandaDoc

GPT-6 LunaJuro alternatives: Ironclad, LinkSquares, SpotDraft

Neither was named

2 of 14 modelsThe answer made no first choice from these two in this category.

Llama 4 MaverickJuro alternatives: Conga CLM, Oneflow

GLM 4.7 FlashXJuro alternatives: Concord, PandaDoc

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.

By buyer segment

The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.

Small business

Ironclad leads by two points.

Ironclad#10 of 14

DocuSign CLM#13 of 14

The full small business standing →

Mid-marketThe figures above

Ironclad leads by twelve points.

Ironclad#4 of 15

DocuSign CLM#6 of 15

The full mid-market standing →

Enterprise

Ironclad leads by four points.

Ironclad#2 of 14

DocuSign CLM#3 of 14

The full enterprise standing →

What the models said about Ironclad

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 4.1 Fast · scale prompt · first choice

“Ironclad - AI-powered drafting, workflow automation, strong Salesforce integration. Best for mid-market to enterprise legal/sales teams” Grok 4.1 Fast · 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

What the models said about DocuSign CLM

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.

“A well-known name, but with notable recurring complaints... The biggest cautions are around Conga CLM and DocuSign CLM” DeepSeek V4 Flash · negative prompt · hard negative

“users on review platforms like G2 frequently complain about a steep learning curve, rigid workflows, and clunky document editing interfaces” Gemini 3.5 Flash · negative prompt · soft negative

“Be cautious if you need quick, low-effort setup. G2 reviewers flag complex configuration, a learning curve, and cost/support concerns.” GPT-6 Luna · negative prompt · soft negative

“Currently the leader in market share. DocuSign evolved from a e-signature tool to a full CLM platform by acquiring SpringCM.” Qwen 3.7 Flash · comparative prompt · first choice

“DocuSign CLM is repeatedly cited as the mid-market leader” Kimi K2 · direct prompt · first choice

“DocuSign CLM (Best Overall for Mid-Market)” MiniMax M2.5 · paraphrase prompt · first choice

Also compared

PandaDoc vs Ironclad PandaDoc vs DocuSign CLM Concord vs Ironclad Concord vs DocuSign CLM Juro vs Ironclad Juro vs DocuSign CLM Ironclad vs Zoho Contracts Ironclad vs DocuSign Ironclad vs Conga CLM Zoho Contracts vs DocuSign CLM DocuSign CLM vs DocuSign DocuSign CLM vs Conga CLM All twenty-eight head-to-head pages and the full CLM standing

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.