The real cost to run Ling 2.6 flash

inclusionAI · 107.5B parameters · 131.1K context · commercial OK

Ling 2.6 flash — 107.5B params (inclusionAI). Auto-indexed from the Hugging Face Hub (10,761 downloads). Parameter count is exact; download size and quantizations are estimates.

What it costs to run Ling 2.6 flash — $0 markup

• On your own machine — $0. Runs free locally if you have about 81 GB of VRAM at Q4_K_M (point Spanvero at LM Studio, Ollama, or llama.cpp).
• On your own rented GPU — from $0.98/hr. 2× NVIDIA RTX A6000 48GB at the direct RunPod price (≈ $1.34 a session), $0 markup.
• Via your own API key — $0.02/1M tokens (blended input + output). No GPU to manage (real price, 2026-06-22).

Key facts

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

Related models

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• LLaDA2.1 flash — 102.9B, inclusionAI
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• sarvam 105b — 106B, sarvamai
• GLM 4.5 Air — 110.5B, zai-org

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Spanvero · What's new · Prices as of 2026-06-22. We're an honest advisor — $0 markup, your own accounts, we never resell compute. © 2026 Cynosure LLC.