Qualified Piper vs Amplemarket Duo
Zero of fourteen models named Qualified Piper first on the direct prompt; one named Amplemarket Duo. Qualified Piper was named by eight of the fourteen models and Amplemarket Duo by ten and both carry 13 labels, so the shares below are directly comparable.
Named in one category this edition.
By Amplemarket, United States. Named in one category this edition.
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 AI SDR agents page.
By framing
Qualified PiperFirst choices, of fourteen modelsAmplemarket Duo
Across every category in the November 2026 Edition, Qualified Piper and Amplemarket Duo were named in the same answer ten times, of the 41 answers naming Qualified Piper and the 33 naming Amplemarket Duo. In those answers Amplemarket Duo took the first choice zero times and Qualified Piper zero.
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 4.20 | | |||||
| 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 | |
Qualified Piper Amplemarket Duo first choice named as an alternative argued againstblank: not namedEach cell is one answer, Qualified Piper on the left and Amplemarket Duo on the right.The direct prompt
Amplemarket Duo first, Qualified Piper not the choice
1 of 14 modelsQualified Piper was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
7 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
6 of 14 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
Qualified Piper0%#– of 10Amplemarket Duo0%#– of 10Qualified Piper2%#5 of 11Amplemarket Duo2%#6 of 11Qualified Piper4%#5 of 10Amplemarket Duo2%#8 of 10What the models said about Qualified Piper
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“If you want the lowest cost to start, pick Qualified.” GPT-5.4 mini · budget prompt · first choice
“If by "prospects" you mainly mean engaging people who visit your website, rather than cold outbound, I'd look at Qualified instead.” GPT-6 Luna · paraphrase prompt · alternative
“Choose Qualified (Piper) if your biggest bottleneck is capturing, qualifying, and converting visitors” Gemini 3.5 Flash · comparative prompt · alternative
What the models said about Amplemarket Duo
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Tools to Avoid on a Budget ... Amplemarket — $600/month, annual commitment” DeepSeek V4 Flash · budget prompt · hard negative
“many are less autonomous than Artisan/11x and more focused on sequences, workflows, and assisted outreach” GPT-5.4 mini · comparative prompt · soft negative
“Amplemarket Duo Copilot is the top recommendation due to its comprehensive features, high automation score, and strong user ratings” Mistral Small · direct prompt · first choice
“noted for its AI outbound and deliverability features, making it a good choice for companies that need to scale their outbound sales efforts” Mistral Small · paraphrase prompt · alternative
“Amplemarket offers an AI-assisted sales engagement workflow that keeps humans involved in message review and approval” Claude Haiku 4.5 · comparative 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.