The panel

Ordered from most mainstream to most contrarian: how closely each model's lists track the combined verdict, across every topic. Or compare any two models head to head.

Agreement with the consensus

Mean overlap between each model's ballot and the combined list, across every topic · Higher is more mainstream · Axis starts at 74%, not zero

On each card below, the scale spans this panel's own range.

Kimi K3

Moonshot

MainstreamContrarian

84% agreement with consensus · 36 hot takes

GLM-5.3

Z.ai

MainstreamContrarian

82% agreement with consensus · 49 hot takes

GPT-6 Luna

OpenAI

MainstreamContrarian

82% agreement with consensus · 39 hot takes

DeepSeek V4 Pro

DeepSeek

MainstreamContrarian

81% agreement with consensus · 38 hot takes

Mistral Large 4

Mistral

MainstreamContrarian

81% agreement with consensus · 60 hot takes

Claude Haiku 5.5

Anthropic

MainstreamContrarian

80% agreement with consensus · 52 hot takes

Gemini 4 Argon

Google

MainstreamContrarian

79% agreement with consensus · 42 hot takes

Nemotron 3 Ultra

NVIDIA

MainstreamContrarian

79% agreement with consensus · 51 hot takes

MiniMax M3

MiniMax

MainstreamContrarian

78% agreement with consensus · 54 hot takes

Qwen 3.8 Flash

Alibaba

MainstreamContrarian

77% agreement with consensus · 78 hot takes