deepseek-ai · 684.5B parameters · 163.8K context · commercial OK
Local (your GPU) $0 · ~489 GB VRAM | Rent a GPU from $9.73/hr | Your API key $1.33/1M |
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Already have 489 GB of VRAM? Run Q4_K_M locally for $0 compute. Check the exact hardware fit →
No matching GPU? For a 4,000-token prompt + 2,000-token answer, an API is about $0.0063 — no GPU setup. Open the API option →
Decision basis: 4,000 input + 2,000 output tokens, prices checked 2026-07-27. API estimates never beat a real price here; referral status never changes the winner.
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DeepSeek R1 0528 — 684.5B params (deepseek-ai).
$1.325/1M blended input + output
Published price logged daily since June 20, 2026. See the full price record.
DeepSeek R1 0528 needs more memory than any of our consumer hardware presets — running it locally means multi-GPU or workstation territory, so the API price is the honest baseline here.
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.
| Parameters | 684.5B |
|---|---|
| Context window | 163.8K tokens |
| Recommended quant | Q4_K_M |
| VRAM requirement | ~489 GB (at Q4_K_M, 16.4K context) |
| Download size | ~411 GB |
| License | Commercial use OK |
Open the free Spanvero advisor → for the live, interactive math for your exact workload and hardware.
Three ways: $0 on your own machine if you have about 489 GB of VRAM (at Q4_K_M); a rented GPU from $9.73/hr (7× NVIDIA A100 80GB PCIe at the direct RunPod price); or about $1.33 per 1M blended tokens via your own API key (real price as of 2026-07-27). Spanvero adds $0 markup on every path.
Only with serious hardware: at Q4_K_M, DeepSeek R1 0528 needs about 489 GB of VRAM/unified memory — more than any consumer GPU or Mac we track — so local means multi-GPU workstation territory. Most people use a rented GPU or their own API key instead.
No single consumer GPU we track holds DeepSeek R1 0528 — it needs about 489 GB at Q4_K_M. That is multi-GPU, cluster, or API territory.
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Spanvero · What's new · Prices as of 2026-07-27. We're an honest advisor — $0 markup, your own accounts, we never resell compute. Catalog specs auto-indexed from the Hugging Face Hub — parameter count is exact; download size and quantizations are estimates. © 2026 Cynosure LLC.
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