# 1up 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 1up first on the direct prompt; zero named Qwilr. Page: https://gtm-ai-index.com/sales/rfp-response-software/1up-vs-qwilr/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| 1up | 2% | #7 of 10 | 0% | 11 | 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 1up

- "Best budget-friendly pick: 1up" (GPT-6 Luna, budget prompt, first choice)
- "Prioritize tools like Loopio, Responsive, or AI-native ones (e.g., 1up, AutoRFP.ai) with proven traceability." (Grok 4.1 Fast, negative prompt, alternative)
- "1up or AutoRFP.ai if you want lightweight AI assistance without a heavy admin burden." (Perplexity Sonar, budget prompt, alternative)

## 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.