PandaDoc vs Qwilr
Nine of twelve models named PandaDoc first on the direct prompt; two named Qwilr. Both were named by all twelve models and PandaDoc carries 58 labels and Qwilr 44, so the shares are not directly comparable.
South San Francisco, United States, founded 2013. Named in five categories this edition.
Redfern, Australia, founded 2014. Named in three categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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 proposal software page.
By framing
PandaDocFirst choices, of twelve modelsQwilr
The direct prompt
Both were the first choice
1 of 12 modelsThe answer named them together, and the judge labeled each a first choice.PandaDoc first, Qwilr an alternative
8 of 12 modelsQwilr was named in the answer but not as the choice, or not at all.Qwilr first, PandaDoc an alternative
1 of 12 modelsPandaDoc was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
1 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
1 of 12 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
PandaDoc49%#1 of 10Qwilr2%#7 of 10PandaDoc49%#1 of 10Qwilr4%#3 of 10PandaDoc23%#1 of 10Qwilr0%#10 of 10What the models said about PandaDoc
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Avoid: Tools like PandaDoc for government contracts, RFPs, or complex enterprise bids ... PandaDoc - Good for general sales proposals” GLM 4.7 FlashX · negative prompt · soft negative
“PandaDoc is currently the industry standard for mid-market businesses because it strikes the best balance between ease of use, functionality, and price.” Qwen 3.7 Flash · direct prompt · first choice
“Best for mid-market sales teams needing an all-in-one document workflow, it's the most widely adopted proposal AI-powered sales platform in B2B” Claude Haiku 4.5 · direct prompt · first choice
“Pick PandaDoc if you need one platform for proposals *and* contracts, NDAs, quotes, and other documents, with deep CRM integration.” DeepSeek V4 Flash · comparative prompt · first choice
What the models said about Qwilr
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of six in this category shown.
“Tools like Qwilr are incredibly modern... However, they require caution depending on your industry.” Gemini 3.5 Flash · negative prompt · soft negative
“Limited template library; fewer automation options; limited integrations compared to competitors” Kimi K2 · negative prompt · soft negative
“Be cautious of general-purpose platforms like Proposify, Qwilr, and PandaDoc” Llama 4 Maverick · negative prompt · soft negative
“For most mid-market B2B companies, PandaDoc or Qwilr offer the best balance of features, pricing, and scalability.” Kimi K2 · direct prompt · first choice
“Proposify or Qwilr are the strongest starting points” GLM 4.7 FlashX · direct prompt · first choice
“Qwilr or GetAccept if a WOW-factor buyer experience is central to your sales motion” DeepSeek V4 Flash · paraphrase prompt · alternative
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.