# StackAdapt vs The Trade Desk: which do AI models recommend for programmatic, October 2026

GTM AI Recommendation Index, October 2026 Edition, Programmatic and display advertising. Eleven of fourteen models named StackAdapt first on the direct prompt; three named The Trade Desk. Page: https://gtm-ai-index.com/marketing/programmatic-and-display-advertising/stackadapt-vs-the-trade-desk/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| StackAdapt | 48% | #1 of 13 | 10% | 60 | 14 of 14 |
| The Trade Desk | 10% | #2 of 13 | 41% | 59 | 14 of 14 |

## The direct prompt, model by model

- Claude Haiku 4.5: stackadapt first (first choices: StackAdapt) (alternatives: AdRoll ABM, Basis, Demandbase, LinkedIn Campaign Manager)
- Gemini 3.5 Flash: stackadapt first (first choices: StackAdapt) (alternatives: AdLib, AdRoll ABM, Demandbase, LinkedIn Campaign Manager)
- Perplexity Sonar: stackadapt first (first choices: StackAdapt) (alternatives: Demandbase)
- Grok 4.20: stackadapt first (first choices: StackAdapt) (alternatives: AdRoll ABM, Demandbase, Google Display & Video 360, LinkedIn Campaign Manager)
- Mistral Small: stackadapt first (first choices: StackAdapt) (alternatives: 6sense, Demandbase, LiveRamp RampID)
- DeepSeek V4 Flash: stackadapt first (first choices: StackAdapt) (alternatives: AdRoll ABM, Basis, Demandbase)
- Llama 4 Maverick: stackadapt first (first choices: StackAdapt)
- Kimi K2: stackadapt first (first choices: StackAdapt) (alternatives: 6sense, Basis, Demandbase, LinkedIn Campaign Manager)
- GLM 4.7 FlashX: stackadapt first (first choices: StackAdapt) (alternatives: AdRoll ABM, Hey Sid)
- GPT-6 Luna: stackadapt first (first choices: StackAdapt) (alternatives: 6sense, Demandbase, LinkedIn Campaign Manager)
- Muse Glimmer 30B: stackadapt first (first choices: StackAdapt) (alternatives: 6sense, AdRoll ABM, Basis, Demandbase, Simpli.fi)
- GPT-5.4 mini: the trade desk first (first choices: The Trade Desk) (alternatives: Demandbase)
- Qwen 3.7 Flash: the trade desk first (first choices: The Trade Desk) (alternatives: 6sense, Demandbase, Google Display & Video 360, Spotware)
- MiniMax M2.5: the trade desk first (first choices: Google Marketing Platform, The Trade Desk) (alternatives: LinkedIn Campaign Manager, Media.net)

## What the models said about StackAdapt

- "Good self-serve option too, but it's generally positioned more as an advanced multichannel DSP with custom usage-based pricing rather than an obviously low-entry-budget tool." (GPT-5.4 mini, budget prompt, soft negative)
- "often considered by smaller teams, but I'd want to verify your exact use case before recommending it over The Trade Desk or Demandbase" (GPT-5.4 mini, direct prompt, soft negative)
- "strong for smaller agencies, but the budget guidance in the results suggests it is better once spend is a bit higher" (Perplexity Sonar, budget prompt, soft negative)

## What the models said about The Trade Desk

- "Enterprise DSPs like The Trade Desk ($50K+/month) ... aren't practical for small budgets" (Grok 4.20, budget prompt, hard negative)
- "$20K–$50K/month minimum, better for large-scale consumer campaigns" (Kimi K2, paraphrase prompt, hard negative)
- "mid-market companies usually cannot afford the $25,000–$50,000 monthly minimums required for a direct seat on enterprise demand-side platforms (DSPs) like *The Trade Desk*" (Gemini 3.5 Flash, direct prompt, soft negative)
- "If you need open-web reach and CTV without being locked into a single vendor, The Trade Desk is a strong independent option." (GLM 4.7 FlashX, comparative prompt, first choice)
- "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 4.20, scale 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.