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The real cost to run Ornith 1.0 35B PrismaAURA 4.75bit vllm MTP

rdtand · 21.9B parameters · 8.2K context · license restricted

Local (your GPU)
$0 · ~26 GB VRAM
Rent a GPU
from $0.18/hr
Your API key
$0.28/1M est.

What it costs to run Ornith 1.0 35B PrismaAURA 4.75bit vllm MTP — $0 markup

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Ornith 1.0 35B PrismaAURA 4.75bit vllm MTP — 21.9B params (rdtand).

When does owning hardware beat the API?

At $0.28/1M tokens, the cheapest API for Ornith 1.0 35B PrismaAURA 4.75bit vllm MTP stays cheaper than an RTX 5090 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.

Ornith 1.0 35B PrismaAURA 4.75bit vllm MTP VRAM & system requirements

Ornith 1.0 35B PrismaAURA 4.75bit vllm MTP — key facts (as of 2026-07-13)
Parameters21.9B
Context window8.2K tokens
Recommended quantQ4_K_M
VRAM requirement~26 GB (at Q4_K_M, 8.2K context)
Download size~13 GB
LicenseLicense restricted

Open the free Spanvero advisor → for the live, interactive math for your exact workload and hardware.

Quick answers about Ornith 1.0 35B PrismaAURA 4.75bit vllm MTP

How much does it cost to run Ornith 1.0 35B PrismaAURA 4.75bit vllm MTP?

Three ways: $0 on your own machine if you have about 26 GB of VRAM (at Q4_K_M); a rented GPU from $0.18/hr (3× NVIDIA RTX 3060 12GB at the direct Vast.ai price); or about $0.28 per 1M blended tokens via your own API key (a rough estimate for this size). Spanvero adds $0 markup on every path.

Can I run Ornith 1.0 35B PrismaAURA 4.75bit vllm MTP locally?

Yes — Ornith 1.0 35B PrismaAURA 4.75bit vllm MTP runs locally for $0 in compute if your GPU or Apple Silicon Mac has about 26 GB of VRAM/unified memory (at Q4_K_M with 8.2K context). Point LM Studio, Ollama, or llama.cpp at it; after the download it runs offline and free.

What GPU do I need to run Ornith 1.0 35B PrismaAURA 4.75bit vllm MTP?

Any GPU or Apple Silicon Mac with about 26 GB of VRAM/unified memory handles Ornith 1.0 35B PrismaAURA 4.75bit vllm MTP at Q4_K_M. Of the consumer hardware Spanvero tracks, the smallest that fits is an RTX 5090.

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Spanvero · What's new · Prices as of 2026-07-13. 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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