Three of fourteen models named Walmart Connect first on the direct prompt; one named Pacvue. Walmart Connect was named by fourteen of the fourteen models and Pacvue by eleven and Walmart Connect carries 56 labels and Pacvue 17, so the shares are not directly comparable.
Named in two categories this edition.
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 retail media platforms page.
Across every category in the October 2026 Edition, Walmart Connect and Pacvue were named in the same answer twenty-four times, of the 157 answers naming Walmart Connect and the 48 naming Pacvue. In those answers Pacvue took the first choice one time and Walmart Connect three.
| 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 |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid pure retail media platforms (like standard Amazon Ads or Walmart Connect)” Kimi K2 · direct prompt · hard negative
“While platforms like Walmart Connect and Instacart Ads are popular, they are not always the most cost-effective and may require significant investment for smaller teams” Mistral Small · negative prompt · soft negative
“Platforms like Amazon Advertising, Walmart Connect, Target Roundel, and similar retail media networks focus on: Consumer shopping behavior” Claude Haiku 4.5 · paraphrase prompt · soft negative
“start with Walmart Connect if you want the best balance of scale, self-service accessibility, and retail-media maturity for a mid-market team” GPT-5.4 mini · direct prompt · first choice
“The best retail media advertising platform for a company with a limited budget is Amazon Advertising or Walmart Connect.” Llama 4 Maverick · budget prompt · first choice
“For the smallest budgets, Walmart Connect is typically the best starting point due to lower costs and competition.” MiniMax M2.5 · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“start with a management layer like Pacvue or Quartile for governance, cross-retailer reporting and approval workflows” Muse Glimmer 30B · paraphrase prompt · first choice
“If you are buying ads: Go with Pacvue. It is the most robust tool” Gemini 3.5 Flash · direct prompt · first choice
“Pacvue or Moloco would be strong choices” MiniMax M2.5 · paraphrase 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.