Loopio vs Bonsai
Zero of twelve models named Loopio first on the direct prompt; zero named Bonsai. Loopio was named by nine of the twelve models and Bonsai by seven and Loopio carries 18 labels and Bonsai 11, 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 modelsBonsai
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 Bonsai first choice named as an alternative argued againstblank: not namedEach cell is one answer, Loopio on the left and Bonsai on the right.The direct prompt
Neither was the first choice, one was named
4 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
8 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
Loopio2%#6 of 10Bonsai2%#7 of 10Loopio4%#6 of 10Bonsai0%#– 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 Bonsai
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Note: Proposals are not the primary focus” GLM 4.7 FlashX · budget prompt · soft negative
“Start with Proposally.ai or Bonsai for the absolute lowest cost with full features” Grok 4.1 Fast · budget prompt · first choice
“Bonsai (freelancers) or Better Proposals (small teams) offer the best bang for the buck” DeepSeek V4 Flash · budget prompt · alternative
“avoid enterprise tools and consider Bonsai, Nusii, or Propal trial instead” Llama 4 Maverick · negative 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.