Amplemarket vs Snov.io
One of twelve models named Amplemarket first on the direct prompt; zero named Snov.io. Amplemarket was named by ten of the twelve models and Snov.io by nine and Amplemarket carries 21 labels and Snov.io 15, so the shares are not directly comparable.
United States. Named in five categories this edition.
Named in five categories this edition.
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; every quote names the model and the prompt it came from. Both figures come from the data enrichment page.
By framing
AmplemarketFirst choices, of twelve modelsSnov.io
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 4.1 Fast | | | | | ||
| Mistral Small | | | ||||
| DeepSeek V4 Flash | | | | | ||
| Llama 4 Maverick | | | | |||
| Qwen 3.7 Flash | | |||||
| Kimi K2 | | | ||||
| GLM 4.7 FlashX | | | ||||
| MiniMax M2.5 | | | | |
Amplemarket Snov.io first choice named as an alternative argued againstblank: not namedEach cell is one answer, Amplemarket on the left and Snov.io on the right.The direct prompt
Amplemarket first, Snov.io not the choice
1 of 12 modelsSnov.io was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
2 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
9 of 12 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
Snov.io12%#2 of 10Amplemarket2%#– of 10Amplemarket7%#3 of 10Snov.io2%#6 of 10Amplemarket12%#3 of 9Snov.io0%#– of 9What the models said about Amplemarket
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five in this category shown.
“Pros: Top scores (29/30 data). Cons: Higher cost.” Grok 4.1 Fast · direct prompt · soft negative
“High entry (~$7K/year min, annual only)” Grok 4.1 Fast · paraphrase prompt · soft negative
“Amplemarket is the best overall tool, offering high-accuracy enrichment with AI, engagement, deliverability, and intent signals in one platform.” Llama 4 Maverick · comparative prompt · first choice
“For mid-market companies, Apollo.io, Amplemarket, or Cognism offer a good balance of features and price depending on geography.” Claude Haiku 4.5 · direct prompt · first choice
“some recommended tools include: Amplemarket: Offers curated multi-source enrichment, high accuracy, and engagement data.” Llama 4 Maverick · negative prompt · first choice
What the models said about Snov.io
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Snov.io – Best Overall Value ... offers the best all-around value with email verification, enrichment, and outreach tools bundled together” Kimi K2 · budget prompt · first choice
“if your budget is truly under $40/month, Snov.io at $39/month is the best entry point” DeepSeek V4 Flash · budget prompt · alternative
“lowest-cost alternatives worth considering are Snov.io (from about $39/month)” Perplexity Sonar · budget 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.