Contract lifecycle management and e-signature · November 2026 Edition
ContractSafe vs LinkSquares
Zero of fourteen models named ContractSafe first on the direct prompt; three named LinkSquares. ContractSafe was named by twelve of the fourteen models and LinkSquares by thirteen and ContractSafe carries 19 labels and LinkSquares 22, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
First-choice share6%6%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate11%9%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#5A position in a field of 15; printed, not drawn.
Labels1922A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, ContractSafe reading right to left. Rank and label count are printed, not drawn.Ironclad was named alongside these two in ten of the fourteen direct answers. PandaDoc vs ContractSafe · PandaDoc vs LinkSquares · Ironclad vs ContractSafe
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.
ContractSafeFirst choices, of fourteen modelsLinkSquares
Direct03
Paraphrase00
Comparative00
Budget-constrained30
Scale-constrained00
Negative002 against ContractSafe · 2 against LinkSquares
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.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where ContractSafe and LinkSquares 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 4.20 | | | ||||
| 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 | | |
ContractSafe LinkSquares first choice named as an alternative argued againstblank: not namedEach cell is one answer, ContractSafe on the left and LinkSquares on the right.The direct prompt
The plain question, one answer per model, grouped by where ContractSafe and LinkSquares stood in it.
LinkSquares first, ContractSafe an alternative
3 of 14 modelsContractSafe was named in the answer but not as the choice, or not at all.Claude Haiku 4.5LinkSquares alternatives: Concord, ContractSafe, DocuSign CLM
DeepSeek V4 FlashIronclad, LinkSquares alternatives: Agiloft Contract Management Suite, ContractWorks, DocuSign CLM
GLM 4.7 FlashXLinkSquares, PandaDoc alternatives: Agiloft Contract Management Suite, Juro
Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.GPT-5.4 miniIronclad alternatives: Conga CLM, DocuSign CLM, Juro, LinkSquares, Salesforce Revenue Cloud, SpotDraft
Perplexity SonarJuro alternatives: ContractSafe, Ironclad, Oneflow, PandaDoc
Grok 4.20Ironclad alternatives: CobbleStone Software, Conga CLM, ContractSafe, DocuSign, LinkSquares
Kimi K2Ironclad alternatives: Agiloft Contract Management Suite, Concord, Conga CLM, LinkSquares
MiniMax M2.5Concord alternatives: Agiloft Contract Management Suite, LinkSquares
Neither was named
6 of 14 modelsThe answer made no first choice from these two in this category.Gemini 3.5 FlashIronclad alternatives: Conga CLM, Juro, Malbek, SpotDraft
Mistral SmallIronclad alternatives: Agiloft Contract Management Suite, Juro, PandaDoc, SpotDraft
Llama 4 Maverickno first choice
Qwen 3.7 FlashDocuSign CLM alternatives: Cloudfusion, Ironclad, Pactum.io
GPT-6 LunaSpotDraft alternatives: Ironclad, Juro
Muse Glimmer 30BIronclad, LinkSquares CLM alternatives: Agiloft Contract Management Suite, Bind, Concord, Gatekeeper, Juro, Oneflow, PandaDoc, SpotDraft
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
ContractSafe leads by seven points.
ContractSafe7%#3 of 16LinkSquares0%#– of 16Mid-marketThe figures above
Level: the same share of first choices.
ContractSafe6%#4 of 15LinkSquares6%#5 of 15Enterprise
ContractSafe leads by five points.
ContractSafe5%#– of 11LinkSquares0%#– of 11What the models said about ContractSafe
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Do not buy these expecting full lifecycle management.” Perplexity Sonar · negative prompt · hard negative
“Be Cautious About ContractSafe If You Are Procurement-Led” Qwen 3.7 Flash · negative prompt · soft negative
“My practical pick: ContractSafe if your main need is contract repository, search, reminders, and simple lifecycle tracking on a budget” GPT-5.4 mini · budget prompt · first choice
“the best contract lifecycle management (CLM) platform is typically ContractSafe (starting at $450/month flat rate)” Grok 4.20 · budget prompt · first choice
“PandaDoc and ContractSafe are the top recommendations for small businesses” Mistral Small · budget prompt · first choice
What the models said about LinkSquares
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“avoid "heavy enterprise" platforms (like Icertis or LinkSquares)” Qwen 3.7 Flash · negative prompt · hard negative
“Implementation is billed at 100% of first-year license fees, effectively doubling year-one cost.” Claude Haiku 4.5 · negative prompt · soft negative
“For most mid-market B2B companies, LinkSquares or PandaDoc will likely provide the best balance of features, value, and ease of implementation.” GLM 4.7 FlashX · direct prompt · first choice
“A fast-deploying, scalable CLM platform designed to unify cross-functional teams ... without complex setup” Claude Haiku 4.5 · direct prompt · first choice
“If you had to pick one, I'd recommend Ironclad or LinkSquares as your starting shortlist” DeepSeek V4 Flash · direct prompt · first choice
Also compared
PandaDoc vs ContractSafePandaDoc vs LinkSquaresIronclad vs ContractSafeIronclad vs LinkSquaresConcord vs ContractSafeConcord vs LinkSquaresContractSafe vs DocuSignContractSafe vs ContractWorksContractSafe vs DocuSign CLMLinkSquares vs DocuSignLinkSquares vs ContractWorksLinkSquares vs DocuSign CLMAll 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.