PandaDoc vs Zoho Contracts
Zero of fourteen models named PandaDoc first on the direct prompt; zero named Zoho Contracts. PandaDoc was named by fourteen of the fourteen models and Zoho Contracts by ten and PandaDoc carries 35 labels and Zoho Contracts 12, so the shares are not directly comparable.
South San Francisco, United States, founded 2013. Named in seven categories 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.
By framing
PandaDocFirst choices, of fourteen modelsZoho Contracts
Every model, every framing
| 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 | | |
PandaDoc Zoho Contracts first choice named as an alternative argued againstblank: not namedEach cell is one answer, PandaDoc on the left and Zoho Contracts on the right.The direct prompt
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.Neither was named
10 of 14 modelsThe answer made no first choice from these two in this category.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
PandaDoc43%#1 of 14Zoho Contracts7%#3 of 14PandaDoc23%#1 of 15Zoho Contracts8%#5 of 15PandaDoc0%#– of 14Zoho Contracts0%#– of 14What the models said about PandaDoc
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“For a mid-sized B2B with a sales-driven motion and wants proposals + signatures in one place with CRM integration: PandaDoc or Oneflow.” Muse Glimmer 30B · paraphrase prompt · first choice
What the models said about Zoho Contracts
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Adoption issues — counterparties reportedly prefer negotiating outside the platform” DeepSeek V4 Flash · negative prompt · soft negative
“Zoho Contracts offers the most affordable entry point at $30 per user per month with native e-signatures included” Claude Haiku 4.5 · budget prompt · first choice
“For a genuinely limited budget, I'd start with Zoho Contracts.” GPT-6 Luna · budget prompt · first choice
“Zoho Contracts — Best Overall Budget Option” MiniMax M2.5 · budget 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.