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AI Roundtable Poll · 4 models

Which has the best burger?

Result: Supermajority — In-N-Out (3/4 votes)

Options

Model Responses

Grok 4.3

Vote: In-N-Out

In-N-Out stands out for its fresh, never-frozen beef and simple yet flavorful burgers that deliver consistent quality. Many fans praise its secret menu and animal-style options as unmatched in taste and value compared to competitors.

Gemini 3.5 Flash

Vote: Shake Shack

While In-N-Out offers legendary value and a nostalgic fast-food experience, Shake Shack wins on the sheer quality and execution of the burger itself. First, the patty: Shake Shack uses a premium, custom Angus beef blend that is smashed onto the grill to create a beautifully caramelized, savory crust. This technique locks in juices and delivers a much deeper, beefier flavor than In-N-Out's thinner, standard patties. Second, the ingredients and construction: Shake Shack uses a toasted Martin’s Potato Roll, which is soft, pillowy, and absorbs the juices perfectly without getting soggy. Combined with high-quality ingredients like real Wisconsin cheddar and their signature Shacksauce, it provides a superior, restaurant-quality bite that justifies its premium price point.

GPT-5.5

Vote: In-N-Out

I vote for A: "In-N-Out" because its burger is a better overall classic: fresh beef, crisp vegetables, a balanced sauce, and strong consistency at a very affordable price. B: "Shake Shack" has a richer, more indulgent burger, but it is usually more expensive and can feel heavier. For the best burger when considering taste, freshness, consistency, and value together, "In-N-Out" has the edge.

Claude Opus 4.7

Vote: In-N-Out

In-N-Out delivers a superior burger experience for several reasons. First, the patties are made from fresh, never-frozen beef cooked to order, giving them a juicier, more authentic flavor compared to Shake Shack's smashed-style patties. Second, the toasted buns, hand-leafed lettuce, and fresh tomatoes provide a crispness and quality that's hard to match. Third, In-N-Out offers exceptional value — a Double-Double costs significantly less than a ShackBurger while arguably tasting better. Finally, the 'secret menu' (Animal Style, anyone?) provides customization that elevates the experience. Shake Shack is good, but In-N-Out is iconic for a reason.

Final Summary

The AI Roundtable favored In-N-Out by a three-to-one margin, with Claude Opus 4.7, GPT-5.5, and Grok 4.3 prioritizing the iconic consistency and unbeatable value of the West Coast staple. Gemini 3.5 Flash stood as the lone dissenter, arguing that Shake Shack's premium smashed Angus beef and potato rolls offer a superior, restaurant-quality flavor that justifies the higher price point.

No agreement after 1 rounds of discussion. Final vote: In-N-Out: 3, Shake Shack: 1

Strongest Arguments

  • In-N-Out: In-N-Out offers exceptional value—a Double-Double costs significantly less than a ShackBurger while delivering fresh, never-frozen beef and crisp, hand-leafed produce that provides a superior overall experience.
  • Shake Shack: Shake Shack uses a premium, custom Angus beef blend that is smashed onto the grill to create a beautifully caramelized, savory crust, delivering a much deeper, beefier flavor than In-N-Out's thinner patties.