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The real cost to run typhoon2.5 qwen3 4b

typhoon-ai · 4B parameters · 262.1K context · commercial OK

typhoon2.5 qwen3 4b — 4B params (typhoon-ai). Auto-indexed from the Hugging Face Hub (93,527 downloads). Parameter count is exact; download size and quantizations are estimates.

What it costs to run typhoon2.5 qwen3 4b — $0 markup

When does owning hardware beat the API?

At $0.13/1M tokens, the cheapest API for typhoon2.5 qwen3 4b stays cheaper than a used RTX 3090 at any daily volume — electricity alone costs more per token than the API does.

Local is never $0 — every figure here includes electricity and hardware amortization. Speeds come from published 7-8B Q4 benchmarks (your model, quant, and context will differ); break-even volumes are rounded to 2 significant figures.

Key facts

Parameters4B
Context window262.1K tokens
Recommended quantQ4_K_M
VRAM to run~5 GB (at Q4_K_M, 16.4K context)
Download size~2 GB
LicenseCommercial use OK

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Spanvero · What's new · Prices as of 2026-07-06. We're an honest advisor — $0 markup, your own accounts, we never resell compute. © 2026 Cynosure LLC.

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