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Claude Haiku 5.5 vs Local Qwen 3.8 27B: Is Local AI Still Worth It?
15d ago · en-US audio
Claude Haiku 5.5 costs ten cents per million input tokens. So is running a local model on your own GPU still worth it? I gave Haiku 5.5 and a local Qwen 3.8 27B the same four real tasks to find out. Setup: - Agent: Pi, same tools for both models, maximum reasoning level - Cloud: Claude Haiku 5.5 via the Anthropic API…
Zero to MVP
AI that actually works — tested on real tasks, with real numbers. I'm Nick Blokhin, a software architect with 20+ years of shipping production systems. I test AI models and tools the way you'd actually use them — on real hardware, on real work — and tell you what's worth your time and money, and where it breaks. A lot of that is AI you run yourself: local models on laptops, mini PCs, gaming GPUs, even a Raspberry…
Outlier score
This score was measured on Thu, 29 Oct 2026 10:54:13 GMT. Current view counts may differ.
69.2K views ÷ a 22.9K baseline = 3.0×. Compared with 49 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: Thu, 29 Oct 2026 14:31:42 GMT. Counters may have changed.
Read the methodologyGenerative AI & Agents
Channel-balanced percentile: 91
Comparison details
127 videos from 80 other channels, with each channel weighted equally. Same format and language, with 10,000–99,999 subscribers. Observed at 382 hours after publication, within ±48 hours.
This describes the collected sample, not all of YouTube. Updated Thu, 29 Oct 2026 15:38:00 GMT.
Niches & tags
Transcripts and detailed analytics are available for recent outlier Shorts up to three minutes. Research tools