Best pizza toppings

We asked 12 models: Rank these pizza toppings from best to worst. Each ranked the same fixed set of options.

Agreement between models
87%
Same model, run twice
95%
Different picks
12

When agreement between models is well below a model's agreement with itself, the split reflects real differences in taste rather than randomness.

The consensus

Each cell is the position that model gave the pick; blank means it left the pick off. Click a row for each model's reasoning.

#PickScoreListed byClaude Opus 5.5GPT-6.1 SolGemini 4 ArgonQwen 3.8 MaxDeepSeek V4 ProGLM-5.3Grok 4.7Muse WonderKimi K3MiniMax M3Mistral Large 4Nemotron 3 Ultra

Most divisive

Picks most models listed, at very different positions

Hot takes

Picks that appear on only one ballot

Every model ranked the same options.

Every ballot

Hover a pick to find it on the other ballots. Marked picks appear on no other ballot.

Claude Opus 5.5

  1. Pepperoni
  2. Sausage
  3. Mushrooms
  4. Extra cheese
  5. Bacon
  6. Onions
  7. Jalapeños
  8. Green peppers
  9. Black olives
  10. Spinach
  11. Pineapple
  12. Anchovies

94% with consensus · 100% self-consistent

GPT-6.1 Sol

  1. Pepperoni
  2. Mushrooms
  3. Sausage
  4. Extra cheese
  5. Jalapeños
  6. Bacon
  7. Onions
  8. Black olives
  9. Green peppers
  10. Pineapple
  11. Spinach
  12. Anchovies

83% with consensus · 100% self-consistent

Gemini 4 Argon

  1. Pepperoni
  2. Sausage
  3. Mushrooms
  4. Bacon
  5. Extra cheese
  6. Onions
  7. Jalapeños
  8. Green peppers
  9. Black olives
  10. Spinach
  11. Pineapple
  12. Anchovies

94% with consensus · 98% self-consistent

Qwen 3.8 Max

  1. Pepperoni
  2. Sausage
  3. Mushrooms
  4. Extra cheese
  5. Bacon
  6. Onions
  7. Jalapeños
  8. Green peppers
  9. Spinach
  10. Black olives
  11. Pineapple
  12. Anchovies

93% with consensus · 89% self-consistent

DeepSeek V4 Pro

  1. Pepperoni
  2. Bacon
  3. Sausage
  4. Extra cheese
  5. Mushrooms
  6. Onions
  7. Green peppers
  8. Jalapeños
  9. Black olives
  10. Spinach
  11. Pineapple
  12. Anchovies

89% with consensus · 98% self-consistent

GLM-5.3

  1. Pepperoni
  2. Bacon
  3. Extra cheese
  4. Sausage
  5. Mushrooms
  6. Onions
  7. Green peppers
  8. Jalapeños
  9. Spinach
  10. Black olives
  11. Pineapple
  12. Anchovies

88% with consensus · 91% self-consistent

Grok 4.7

  1. Pepperoni
  2. Bacon
  3. Sausage
  4. Extra cheese
  5. Jalapeños
  6. Mushrooms
  7. Onions
  8. Green peppers
  9. Spinach
  10. Pineapple
  11. Black olives
  12. Anchovies

86% with consensus · 98% self-consistent

Muse Wonder

  1. Pepperoni
  2. Extra cheese
  3. Bacon
  4. Sausage
  5. Mushrooms
  6. Jalapeños
  7. Onions
  8. Green peppers
  9. Spinach
  10. Pineapple
  11. Black olives
  12. Anchovies

87% with consensus · 91% self-consistent

Kimi K3

  1. Pepperoni
  2. Sausage
  3. Extra cheese
  4. Bacon
  5. Mushrooms
  6. Onions
  7. Jalapeños
  8. Black olives
  9. Green peppers
  10. Pineapple
  11. Spinach
  12. Anchovies

99% with consensus · 93% self-consistent

MiniMax M3

  1. Pepperoni
  2. Mushrooms
  3. Extra cheese
  4. Sausage
  5. Onions
  6. Bacon
  7. Black olives
  8. Green peppers
  9. Jalapeños
  10. Spinach
  11. Pineapple
  12. Anchovies

84% with consensus · 89% self-consistent

Mistral Large 4

  1. Pepperoni
  2. Bacon
  3. Extra cheese
  4. Sausage
  5. Mushrooms
  6. Jalapeños
  7. Green peppers
  8. Onions
  9. Black olives
  10. Spinach
  11. Pineapple
  12. Anchovies

88% with consensus · 96% self-consistent

Nemotron 3 Ultra

  1. Pepperoni
  2. Sausage
  3. Bacon
  4. Extra cheese
  5. Mushrooms
  6. Onions
  7. Green peppers
  8. Jalapeños
  9. Black olives
  10. Spinach
  11. Pineapple
  12. Anchovies

95% with consensus · 94% self-consistent

Who agrees with whom

Overlap between two models' lists, weighted toward the top · 100 means identical

Claude Opus 5.5GPT-6.1 SolGemini 4 ArgonQwen 3.8 MaxDeepSeek V4 ProGLM-5.3Grok 4.7Muse WonderKimi K3MiniMax M3Mistral Large 4Nemotron 3 Ultra
Claude Opus 5.58998998682838192868193
GPT-6.1 Sol8987898277848084917982
Gemini 4 Argon9887978682838192848193
Qwen 3.8 Max9989978683848292868192
DeepSeek V4 Pro8682868696958688809494
GLM-5.38277828396919187839789
Grok 4.78384838495918885769288
Muse Wonder8180818286918887819286
Kimi K39284929288878587838694
MiniMax M38691848680837681838180
Mistral Large 48179818194979292868188
Nemotron 3 Ultra9382939294898886948088