Generative models, prompting, agents and AI tool capabilities.
GPT-6.1 Sol Built the Same 3D Scene at Every Effort Level!
26d ago · en-GB audio
Same prompt, same model, five times. The only thing that changes is how hard GPT-6.1 Sol is allowed to think: low, medium, high, extra high and ultra (in Codex). Each run had to build a deep-sea research station in Blender from one Python script. No downloaded models, no textures, one hour each. I tracked every token. Cost is estimated from OpenAI's API prices (GPT-6.1 Sol: $2 / 1M input, $0.10 / 1M cached input,…
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Outlier score
This score was measured on Tue, 27 Oct 2026 09:21:22 GMT. Current view counts may differ.
30.4K views ÷ a 7.2K baseline = 4.2×. Compared with 48 earlier videos from the same channel, matching the format recorded at scoring time. Older-upload baseline: reference videos had at least as long to gain views. This comparison is not age-matched.
YouTube snapshot: Tue, 27 Oct 2026 11:04:24 GMT. Counters may have changed.
Read the methodologyGenerative AI & Agents
Channel-balanced percentile: 70
Comparison details
115 videos from 75 other channels, with each channel weighted equally. Same format and language, with 10,000–99,999 subscribers. Observed at 630 hours after publication, within ±48 hours.
This describes the collected sample, not all of YouTube. Updated Tue, 27 Oct 2026 11:34:23 GMT.
Niches & tags
Transcripts and detailed analytics are available for recent outlier Shorts up to three minutes. Research tools