Seven of fourteen models named Ironclad first on the direct prompt; one named Concord. Ironclad was named by fourteen of the fourteen models and Concord by thirteen and Ironclad carries 54 labels and Concord 31, so the shares are not directly comparable.
Named in one category this edition.
Austin, founded 2014. 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.
Across every category in the November 2026 Edition, Ironclad and Concord were named in the same answer fifty-three times, of the 150 answers naming Ironclad and the 96 naming Concord. In those answers Concord took the first choice eight times and Ironclad four.
| 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. Six of eight in this category shown.
“Avoid enterprise solutions – Platforms like DocuSign CLM, Ironclad, or Icertis start at much higher price points” Kimi K2 · budget prompt · hard negative
“Avoid enterprise-focused products such as Ironclad or DocuSign CLM” Perplexity Sonar · budget prompt · hard negative
“Avoid enterprise platforms like Ironclad, Icertis, or Agiloft” DeepSeek V4 Flash · budget prompt · hard negative
“Recognized as a leader in both enterprise and mid-market segments, Ironclad is praised for its AI-powered contract review, workflow automation, and contract repository.” Mistral Small · comparative prompt · first choice
“Choose Ironclad if you want high cross-functional adoption (Sales, Legal, HR), intuitive workflow design, and smooth browser-native redlining.” Gemini 3.5 Flash · comparative prompt · first choice
“Best Overall: Ironclad ... Start with Ironclad if you want the best balance of modern UX, fast deployment, and proven mid-market fit” Kimi K2 · direct prompt · first choice
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
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.