# DeepRFP vs Qwilr: which do AI models recommend for RFP response, October 2026

GTM AI Recommendation Index, October 2026 Edition, RFP response software. Zero of fourteen models named DeepRFP first on the direct prompt; zero named Qwilr. Page: https://gtm-ai-index.com/sales/rfp-response-software/deeprfp-vs-qwilr/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| DeepRFP | 7% | #4 of 10 | 0% | 10 | 8 of 14 |
| Qwilr | 2% | #8 of 10 | 8% | 13 | 10 of 14 |

## The direct prompt, model by model

- Qwen 3.7 Flash: neither first, one named (first choices: AutoRFP.ai, Loopio) (alternatives: Qwilr, Upland Qvidian)
- Claude Haiku 4.5: neither named (first choices: Tribble) (alternatives: AutoRFP.ai, Loopio, Steerlab)
- GPT-5.4 mini: neither named (first choices: Loopio) (alternatives: Responsive)
- Gemini 3.5 Flash: neither named (first choices: Tribble) (alternatives: AutoRFP.ai, Loopio, Steerlab)
- Perplexity Sonar: neither named (first choices: Loopio) (alternatives: Responsive)
- Grok 4.1 Fast: neither named (first choices: Responsive) (alternatives: Loopio)
- Mistral Small: neither named (first choices: Loopio, Responsive) (alternatives: Expedience Proposal Software, Proposify)
- DeepSeek V4 Flash: neither named (first choices: Loopio) (alternatives: AutoRFP.ai, Proposify, QorusDocs, Responsive)
- Llama 4 Maverick: neither named (first choices: Expedience Proposal Software) (alternatives: AutoRFP.ai, Conveyor)
- Kimi K2: neither named (first choices: Loopio) (alternatives: AutoRFP.ai, PandaDoc, Responsive)
- GLM 4.7 FlashX: neither named (first choices: Loopio) (alternatives: Responsive, Upland Qvidian)
- MiniMax M2.5: neither named (first choices: Loopio, Responsive) (alternatives: SiftHub, Upland Qvidian)
- GPT-6 Luna: neither named (first choices: Loopio) (alternatives: Responsive)
- Muse Glimmer 30B: neither named (first choices: Loopio) (alternatives: AutoRFP.ai, Responsive)

## What the models said about DeepRFP

- "The best RFP response software for a company with a limited budget is DeepRFP, as it is the low-friction choice for freelancers or very small teams on a tight budget." (Llama 4 Maverick, budget prompt, first choice)
- "DeepRFP and iQuoteXpress offer the most transparent, truly affordable pricing for budget-conscious companies." (Claude Haiku 4.5, budget prompt, first choice)
- "My recommendation: Start with DeepRFP or BreezeDocs if you need AI assistance" (Kimi K2, budget prompt, first choice)

## What the models said about Qwilr

- "I'd recommend starting with PandaDoc or Qwilr" (GLM 4.7 FlashX, paraphrase prompt, first choice)

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. 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.