One of fourteen models named Concord first on the direct prompt; three named LinkSquares. Concord was named by thirteen of the fourteen models and LinkSquares by thirteen and Concord carries 31 labels and LinkSquares 22, so the shares are not directly comparable.
Austin, founded 2014. Named in one category this edition.
Named in one category this edition.
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.
| 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 |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Be cautious with Ironclad, DocuSign CLM, Concord, Conga, PandaDoc, and Agiloft” Perplexity Sonar · negative prompt · soft negative
“For most mid-market B2B companies, I'd suggest starting with either: Concord if you prioritize ease-of-use and quick deployment” MiniMax M2.5 · direct prompt · first choice
“If you need a robust, all-in-one solution with strong contract management, Concord or Oneflow are top choices.” Mistral Small · paraphrase prompt · first choice
“I'd recommend Concord as the best overall choice for a mid-sized B2B company” GLM 4.7 FlashX · paraphrase prompt · first choice
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
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.