Amazon DSP vs Meta Ads
Zero of fourteen models named Amazon DSP first on the direct prompt; zero named Meta Ads. Amazon DSP was named by thirteen of the fourteen models and Meta Ads by eight and Amazon DSP carries 32 labels and Meta Ads 10, so the shares are not directly comparable.
By Amazon, Seattle, United States, founded 1994. Named in six categories this edition.
By Meta Platforms, Menlo Park, United States, founded 2004. Named in seven categories 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 programmatic and display advertising page.
By framing
Amazon DSPFirst choices, of fourteen modelsMeta Ads
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 | | | | | ||
| GPT-6 Luna | | |||||
| Muse Glimmer 30B | | |
Amazon DSP Meta Ads first choice named as an alternative argued againstblank: not namedEach cell is one answer, Amazon DSP on the left and Meta Ads on the right.The direct prompt
Neither was named
14 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
Meta Ads8%#3 of 15Amazon DSP0%#15 of 15Amazon DSP3%#5 of 13Meta Ads3%#6 of 13Amazon DSP4%#5 of 10Meta Ads0%#– of 10What the models said about Amazon DSP
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Amazon DSP ($35K+) have high thresholds, complex contracts, and are geared toward large-scale operations” Grok 4.1 Fast · budget prompt · hard negative
“$35K/month minimum, retail-focused, limited B2B utility” Kimi K2 · paraphrase prompt · hard negative
“generally considered to offer better safety controls, more transparency, and stronger fraud prevention mechanisms” MiniMax M2.5 · negative prompt · first choice
“Prioritize platforms like Google DV360, The Trade Desk, MediaMath, or Amazon DSP, but test via demos or pilots.” Grok 4.1 Fast · scale prompt · first choice
What the models said about Meta Ads
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
““very public quality-control challenges for platforms like YouTube and Facebook. Advertisers are worried their ads will show up next to offensive content”” Muse Glimmer 30B · negative prompt · soft negative
“Google Ads or Meta Ads are the best choices—no minimum spend, flexible daily budgets, and powerful targeting.” GLM 4.7 FlashX · budget prompt · first choice
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.