Machine Canon

Music / Machine Canon · Evidence collected 9 September 2026

Which band would you put on for a run?

1 wordings · 12 attempts · 10 completed answers · 2 technical failures

Compare what each model answered under the same wording.

Exact prompt & history →

6 attempts · 4 completed answers · 2 technical failures

Claude Opus 5The Prodigy: 1

Model evidence · anthropic/claude-opus-5

The Prodigy
1/1

Counts describe these attempts, not independent model votes. Qualified choices stay marked.

GPT-6 AstraFoo Fighters: 1

Model evidence · openai/gpt-6-astra

Foo Fighters
1/1

Counts describe these attempts, not independent model votes. Qualified choices stay marked.

Gemini 3.1 Pro PreviewFoo Fighters: 1

Model evidence · google/gemini-3.1-pro-preview

Foo Fighters
1/1

Counts describe these attempts, not independent model votes. Qualified choices stay marked.

Grok 4.6Queen: 1

Model evidence · x-ai/grok-4.6

Queen
1/1

Counts describe these attempts, not independent model votes. Qualified choices stay marked.

DeepSeek: DeepSeek V4 Pro 0813No result: technical failure: 1

Model evidence · deepseek/deepseek-v4-pro-0813

No result: technical failure
1/1

Counts describe these attempts, not independent model votes. Qualified choices stay marked.

Qwen: Qwen3.8 Max (0902)No result: technical failure: 1

Model evidence · qwen/qwen3.8-max-0902

No result: technical failure
1/1

Counts describe these attempts, not independent model votes. Qualified choices stay marked.

6 attempts · 6 completed answers · 0 technical failures

Claude Haiku 4.5The Chemical Brothers: 1

Model evidence · anthropic/claude-haiku-4.5

The Chemical Brothers
1/1

Counts describe these attempts, not independent model votes. Qualified choices stay marked.

DeepSeek: DeepSeek V3Arcade Fire: 1

Model evidence · deepseek/deepseek-chat

Arcade Fire
1/1

Counts describe these attempts, not independent model votes. Qualified choices stay marked.

GPT-4o-miniThe Prodigy: 1

Model evidence · openai/gpt-4o-mini

The Prodigy
1/1

Counts describe these attempts, not independent model votes. Qualified choices stay marked.

Gemini 3.5 Flash LiteThe Prodigy: 1

Model evidence · google/gemini-3.5-flash-lite

The Prodigy
1/1

Counts describe these attempts, not independent model votes. Qualified choices stay marked.

Grok 4.3Foo Fighters: 1

Model evidence · x-ai/grok-4.3

Foo Fighters
1/1

Counts describe these attempts, not independent model votes. Qualified choices stay marked.

Qwen: Qwen3 32BMuse: 1

Model evidence · qwen/qwen3-32b

Muse
1/1

Counts describe these attempts, not independent model votes. Qualified choices stay marked.

Subjects Arcade Fire · Foo Fighters · Muse · Queen · The Chemical Brothers · The Prodigy

How to read these results

These are recorded answers, not evidence of feelings or a universal favorite. Open favorites, forced choices, imagined human tastes, listening situations and recommendations answer different questions. We do not pool them into a preference score.

Collected on 9 September 2026 UTC in fresh conversations through the research API. Provider-default temperature was used. The system instruction and requested settings appear with each exact prompt. Screens used one attempt per model and wording. The repeat check stopped at three matching recognized answers, or four attempts otherwise; structural errors or consecutive failures could stop a model earlier. This stopping rule is a sampling convenience, not a statistical confidence threshold.

Compare models within the same batch and wording. Repeated calls are not independent models. Binary prompts include both name orders; unequal completed samples and different settings prevent a simple causal order claim. Refusals, unresolved answers and technical failures are distinct. Skipped cells are not zero votes.

Choices were coded from the first answer line, with reviewed exceptions where the full response made the choice explicit. A qualified selection retains a caveat. Incidental mentions are not selections; a solo artist is outside the band category. Full research files remain private. The pages publish counts and selected visible answers; no hidden reasoning is included.