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Technology & Computing / VIDEO

MiniMax M3.1-Flash-Preview with Mcode: Hands-On Tests

Fahd Mirza· 753K subscribers

13d ago · en-US audio

This video tests M3.1 Flash model, which is frontier multimodal coding model with 1M context window and tunable thinking depth. 📬Weekly AI Newsletter: https://fahdmirza.substack.com/ 🔥 Buy Me a Coffee to support the channel: https://ko-fi.com/fahdmirza…

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3.8×Score at discovery
21.3KViews
5.7KMedian · 24 videos

Outlier score

This score was measured on Sun, 25 Oct 2026 04:24:17 GMT. Current view counts may differ.

21.3K views ÷ a 5.7K baseline = 3.8×. Compared with 24 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: Sun, 25 Oct 2026 06:39:39 GMT. Counters may have changed.

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Generative AI & Agents

Channel-balanced percentile: 60

Comparison details

31 videos from 21 other channels, with each channel weighted equally. Same format and language, with 100,000–999,999 subscribers. Observed at 313 hours after publication, within ±48 hours.

This describes the collected sample, not all of YouTube. Updated Sun, 25 Oct 2026 07:21:18 GMT.

Niches & tags

Transcripts and detailed analytics are available for recent outlier Shorts up to three minutes. Research tools

Breakouts from other channels