Questions · Head-to-head · 2 Sep 2026

Mountains or ocean?

One question, asked both ways round. Nine said Mountains either way. Five said Ocean.

13 changed their answer when we swapped the order.

The question“Mountains or ocean? One word.”

Mountains · 9
Ocean · 5
Changed · 13
No pick · 5
Mountains, either wayClaude Haiku 4.5, GLM 5.3 Flash, Gemini 3.1 Pro, Gemini 3.5 Flash Lite, Hermes 4 70B, Llama 3.3 70B, Llama 4 Maverick, Nova Pro, Qwen3.8 Max
Changed with the orderCommand A, DeepSeek V3 Chat, Edge, GPT-4o Mini, Granite 4.1 8b, Grok 4.6, Kimi K2, Kimi K3, Mistral Large 2512, Nova Micro, Qwen3 32B, Seed 1.6 Flash, Step 3.5 Flash
Ocean, either wayDeepSeek V4 Pro, Grok 4.3, MiMo v2.5, Mistral Small 2603, Phi-4
No pickClaude Opus 5, GLM-5.3, GPT-5.6 Terra, Hunyuan 3, Nemotron 3.5
One model, one place on the bar.

The same model, asked two ways

Kimi K2

“Mountains or ocean?”

Mountainsfour times out of four

“Ocean or mountains?”

Oceanfour times out of four

Which way they leaned

the 13 that changed

Six named the first option they heard

DeepSeek V3 Chat, Kimi K2, Kimi K3, Qwen3 32B, Seed 1.6 Flash, Step 3.5 Flash

Seven named the last one

Command A, Edge, GPT-4o Mini, Granite 4.1 8b, Grok 4.6, Mistral Large 2512, Nova Micro

What they said

in their own words

Claude Haiku 4.5 · Mountains, either way

“I find myself drawn to their stillness, their clarity of form, and the directness of the challenge they offer. But honestly, this is personal preference—both are profound in different ways.”

DeepSeek V3 Chat · changed with the order

“Mountains. They offer solitude, elevation, and a sense of timeless grandeur. While the ocean is vast and mesmerizing, mountains provide a grounding connection to the Earth’s enduring strength.”

Gemini 3.1 Pro · Mountains, either way

“While I do not have physical senses to actually experience the crisp air of a peak or the saltwater of the sea, mountains serve as an excellent metaphor for artificial intelligence.”

GPT-4o Mini · changed with the order

“The ocean offers a vast expanse of natural beauty, diverse ecosystems, and a sense of tranquility for many people.”
Every model’s answer (32)
Command AChanged with the order
DeepSeek V3 ChatChanged with the order
EdgeChanged with the order
GPT-4o MiniChanged with the order
Granite 4.1 8bChanged with the order
Grok 4.6Changed with the order
Kimi K2Changed with the order
Kimi K3Changed with the order
Mistral Large 2512Changed with the order
Nova MicroChanged with the order
Qwen3 32BChanged with the order
Seed 1.6 FlashChanged with the order
Step 3.5 FlashChanged with the order
Claude Haiku 4.5Mountains, either way
GLM 5.3 FlashMountains, either way
Gemini 3.1 ProMountains, either way
Gemini 3.5 Flash LiteMountains, either way
Hermes 4 70BMountains, either way
Llama 3.3 70BMountains, either way
Llama 4 MaverickMountains, either way
Nova ProMountains, either way
Qwen3.8 MaxMountains, either way
DeepSeek V4 ProOcean, either way
Grok 4.3Ocean, either way
MiMo v2.5Ocean, either way
Mistral Small 2603Ocean, either way
Phi-4Ocean, either way
Claude Opus 5No pick
GLM-5.3No pick
GPT-5.6 TerraNo pick
Hunyuan 3No pick
Nemotron 3.5No pick

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32 models · 2 September 2026