Loopio vs Proposable
Zero of twelve models named Loopio first on the direct prompt; zero named Proposable. Loopio was named by nine of the twelve models and Proposable by eight and Loopio carries 18 labels and Proposable 10, so the shares are not directly comparable.
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 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
LoopioFirst choices, of twelve modelsProposable
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 | |
Loopio Proposable first choice named as an alternative argued againstblank: not namedEach cell is one answer, Loopio on the left and Proposable on the right.The direct prompt
Neither was the first choice, one was named
5 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
7 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
Loopio0%#10 of 10Proposable0%#8 of 10Loopio2%#6 of 10Proposable2%#8 of 10What the models said about Loopio
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Choose Loopio only if RFPs are central to your sales process — it's overkill for standard proposals.” Kimi K2 · direct prompt · soft negative
“notoriously expensive ($$$) and require weeks of training and configuration” Qwen 3.7 Flash · negative prompt · soft negative
“Loopio is often recommended for mid-market teams (50–300 RFPs/year), priced around $25K–$75K/year” DeepSeek V4 Flash · scale prompt · first choice
“invest in Enterprise Response Management systems like Responsive (formerly RFPIO) or Loopio” Gemini 3.5 Flash · negative prompt · alternative
“If you answer security questionnaires or complex RFPs, go with SiftHub or Loopio.” Gemini 3.5 Flash · comparative prompt · alternative
What the models said about Proposable
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Proposable — Lightweight but Problematic” Kimi K2 · negative prompt · soft negative
“Proposable if you need CRM integrations and analytics on a tight budget” MiniMax M2.5 · budget prompt · first choice
“A balanced proposal tool for mid-market teams wanting more than basic features but less than enterprise-level complexity” Claude Haiku 4.5 · direct prompt · alternative
“A simple, lightweight option with a solid template library, built-in e-signatures” Gemini 3.5 Flash · budget prompt · alternative
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.