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RFP response software · October 2026 Edition

AutoRFP.ai vs 1up

One of fourteen models named AutoRFP.ai first on the direct prompt; zero named 1up. AutoRFP.ai was named by eleven of the fourteen models and 1up by eight and AutoRFP.ai carries 21 labels and 1up 11, so the shares are not directly comparable.

AutoRFP.ai

accepted challenger

Named in two categories this edition.

1up

accepted challenger

Named in one category this edition.

First-choice share2%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate5%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#6#7A position in a field of 10; printed, not drawn.
Labels2111A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, AutoRFP.ai reading right to left. Rank and label count are printed, not drawn.Loopio was named alongside these two in thirteen of the fourteen direct answers. Loopio vs AutoRFP.ai · Loopio vs 1up · PandaDoc vs AutoRFP.ai

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; every quote names the model and the prompt it came from. Both figures come from the RFP response software page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
AutoRFP.aiFirst choices, of fourteen models1up
Direct10
Paraphrase00
Comparative00
Budget-constrained011 against AutoRFP.ai
Scale-constrained00
Negative00
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.

Across every category in the October 2026 Edition, AutoRFP.ai and 1up were named in the same answer ten times, of the 76 answers naming AutoRFP.ai and the 26 naming 1up. In those answers 1up took the first choice zero times and AutoRFP.ai one.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where AutoRFP.ai and 1up stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
GPT-6 Luna
Muse Glimmer 30B
AutoRFP.ai 1up first choice named as an alternative argued againstblank: not namedEach cell is one answer, AutoRFP.ai on the left and 1up on the right.

The direct prompt

The plain question, one answer per model, grouped by where AutoRFP.ai and 1up stood in it.

AutoRFP.ai first, 1up not the choice

1 of 14 models1up was named in the answer but not as the choice, or not at all.
Qwen 3.7 FlashAutoRFP.ai, Loopio alternatives: Qwilr, Upland Qvidian

Neither was the first choice, one was named

6 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Claude Haiku 4.5Tribble alternatives: AutoRFP.ai, Loopio, Steerlab
Gemini 3.5 FlashTribble alternatives: AutoRFP.ai, Loopio, Steerlab
DeepSeek V4 FlashLoopio alternatives: AutoRFP.ai, Proposify, QorusDocs, Responsive
Llama 4 MaverickExpedience Proposal Software alternatives: AutoRFP.ai, Conveyor
Kimi K2Loopio alternatives: AutoRFP.ai, PandaDoc, Responsive
Muse Glimmer 30BLoopio alternatives: AutoRFP.ai, Responsive

Neither was named

7 of 14 modelsThe answer made no first choice from these two in this category.
GPT-5.4 miniLoopio alternatives: Responsive
Perplexity SonarLoopio alternatives: Responsive
Grok 4.1 FastResponsive alternatives: Loopio
Mistral SmallLoopio, Responsive alternatives: Expedience Proposal Software, Proposify
GLM 4.7 FlashXLoopio alternatives: Responsive, Upland Qvidian
MiniMax M2.5Loopio, Responsive alternatives: SiftHub, Upland Qvidian
GPT-6 LunaLoopio alternatives: Responsive

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

The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Level: the same share of first choices.
AutoRFP.ai2%#8 of 14
1up2%#9 of 14
The full small business standing →
Mid-marketThe figures above
Level: the same share of first choices.
AutoRFP.ai2%#6 of 10
1up2%#7 of 10
The full mid-market standing →
Enterprise
1up is not named for this buyer.
AutoRFP.ai10%#3 of 8
1up—not named
The full enterprise standing →

What the models said about AutoRFP.ai

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.

“priced out of AutoRFP.ai's $899/month Scale plan” DeepSeek V4 Flash · budget prompt · soft negative
“points to Loopio and AutoRFP.ai as the top two contenders for this specific segment” Qwen 3.7 Flash · direct prompt · first choice
“Best for: High-growth SaaS and financial services companies requiring extreme accuracy and source transparency.” Gemini 3.5 Flash · direct prompt · alternative
“Prioritize tools like Loopio, Responsive, or AI-native ones (e.g., 1up, AutoRFP.ai) with proven traceability.” Grok 4.1 Fast · negative prompt · alternative

What the models said about 1up

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.

“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
Also compared

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.