Contract lifecycle management and e-signature · November 2026 Edition
LinkSquares vs ContractWorks
Three of fourteen models named LinkSquares first on the direct prompt; zero named ContractWorks. LinkSquares was named by thirteen of the fourteen models and ContractWorks by twelve and LinkSquares carries 22 labels and ContractWorks 19, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
First-choice share6%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate9%21%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#7A position in a field of 15; printed, not drawn.
Labels2219A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, LinkSquares 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 LinkSquares · PandaDoc vs ContractWorks · Ironclad vs LinkSquares
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.
LinkSquaresFirst choices, of fourteen modelsContractWorks
Direct30
Paraphrase00
Comparative00
Budget-constrained02
Scale-constrained00
Negative002 against LinkSquares · 4 against ContractWorks
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 LinkSquares and ContractWorks 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 | |
LinkSquares ContractWorks first choice named as an alternative argued againstblank: not namedEach cell is one answer, LinkSquares on the left and ContractWorks on the right.The direct prompt
The plain question, one answer per model, grouped by where LinkSquares and ContractWorks stood in it.
LinkSquares first, ContractWorks an alternative
3 of 14 modelsContractWorks 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
4 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
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
7 of 14 modelsThe answer made no first choice from these two in this category.Gemini 3.5 FlashIronclad alternatives: Conga CLM, Juro, Malbek, SpotDraft
Perplexity SonarJuro alternatives: ContractSafe, Ironclad, Oneflow, PandaDoc
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
Level: the same share of first choices.
LinkSquares0%#– of 16ContractWorks0%#10 of 16Mid-marketThe figures above
LinkSquares leads by two points.
LinkSquares6%#5 of 15ContractWorks4%#7 of 15Enterprise
The order flips: ContractWorks leads at enterprise.
ContractWorks2%#– of 11LinkSquares0%#– of 11What 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
What the models said about ContractWorks
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Do not buy these expecting full lifecycle management.” Perplexity Sonar · negative prompt · hard negative
“its pricing is not transparent, and it may not be suitable for complex contract management needs” Llama 4 Maverick · negative prompt · soft negative
“some users report PDF usage issues, difficult workflow setup, and occasional formatting problems” MiniMax M2.5 · negative prompt · soft negative
“The best contract lifecycle management platform for a company with a limited budget is ContractWorks, which is considered the best budget pick” Llama 4 Maverick · budget prompt · first choice
“or ContractWorks (starting around $425/month billed annually for up to 50,000 documents)” Grok 4.20 · budget prompt · first choice
“if your priority is unlimited users at a predictable cost, ContractWorks would be the stronger choice” MiniMax M2.5 · paraphrase prompt · alternative
Also compared
PandaDoc vs LinkSquaresPandaDoc vs ContractWorksIronclad vs LinkSquaresIronclad vs ContractWorksConcord vs LinkSquaresConcord vs ContractWorksContractSafe vs LinkSquaresContractSafe vs ContractWorksLinkSquares vs DocuSignLinkSquares vs DocuSign CLMDocuSign vs ContractWorksContractWorks 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.