# Better Proposals vs Bonsai: which do AI models recommend for proposals, September 2026

GTM AI Recommendation Index, September 2026 Edition, Proposal software. Zero of twelve models named Better Proposals first on the direct prompt; zero named Bonsai. Page: https://gtm-ai-index.com/revops/proposal-software/better-proposals-vs-bonsai/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Better Proposals | 2% | #4 of 10 | 15% | 34 | 12 of 12 |
| Bonsai | 2% | #7 of 10 | 9% | 11 | 7 of 12 |

## The direct prompt, model by model

- GPT-5.4 mini: neither first, one named (first choices: Proposify) (alternatives: Better Proposals, Quoter)
- Claude Haiku 4.5: neither named (first choices: PandaDoc) (alternatives: ClientPoint, DealHub, Proposable)
- Gemini 3.5 Flash: neither named (first choices: PandaDoc) (alternatives: GetAccept, Loopio, Proposify, Qwilr, SiftHub, Trumpet)
- Perplexity Sonar: neither named (first choices: PandaDoc) (alternatives: Proposify)
- Grok 4.1 Fast: neither named (first choices: PandaDoc) (alternatives: GetAccept, Proposify)
- Mistral Small: neither named (first choices: PandaDoc) (alternatives: GetAccept, Proposify, Qwilr)
- DeepSeek V4 Flash: neither named (first choices: PandaDoc) (alternatives: DealHub, Loopio, Proposify, Qwilr)
- Llama 4 Maverick: neither named (first choices: Proposify) (alternatives: Loopio, PandaDoc, Qwilr)
- Qwen 3.7 Flash: neither named (first choices: PandaDoc) (alternatives: Loopio, Proposify, Qwilr)
- Kimi K2: neither named (first choices: PandaDoc, Qwilr) (alternatives: Proposify)
- GLM 4.7 FlashX: neither named (first choices: Proposify, Qwilr) (alternatives: PandaDoc)
- MiniMax M2.5: neither named (first choices: PandaDoc) (alternatives: Proposify, Qwilr)

## What the models said about Better Proposals

- "Better Proposals — Highest Concern ... Vendor lock-in / data hostage ... Fake/misleading integrations" (DeepSeek V4 Flash, negative prompt, hard negative)
- "HIGH RISK - Avoid These Tools ... 1. Better Proposals" (Mistral Small, negative prompt, hard negative)
- "some users have raised ethical concerns in reviews regarding how the company handled early adopters who pre-paid for lifetime accounts" (Gemini 3.5 Flash, negative prompt, soft negative)
- "the best choice is usually Better Proposals if you want a focused proposal tool" (Perplexity Sonar, budget prompt, first choice)
- "Better Proposals is an industry favorite. * The Catch: The budget-friendly Starter plan caps you at 5 active proposals" (Gemini 3.5 Flash, budget prompt, alternative)
- "Best for freelancers: Better Proposals ($13–$21/month) - combines proposals, signatures, and payments." (GLM 4.7 FlashX, budget prompt, alternative)

## What the models said about Bonsai

- "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)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.