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Head to head

DeepSeek V4 ProvsLlama 3 8B Lunaris

For tasks, about a month.

Verdict · measured basis

Llama 3 8B Lunaris costs $0.0001 per solved task against DeepSeek V4 Pro at $0.21▼ 3488x cheaper. Over 200 tasks that is $42 a month.

On output token price alone Llama 3 8B Lunaris looks 79x cheaper. The ranking holds, but the margin changes.

Verified pricing, pass rate and cost per solved task for DeepSeek V4 Pro and Llama 3 8B Lunaris
FigureDeepSeek V4 ProLlama 3 8B Lunaris
Input $/Mtok$1.32$0.04
Output $/Mtok$3.96$0.05
Cached input $/Mtok$0.044$0.04
Pass rate43%17%
Cost per solved task$0.21measured$0.0001measured
Cost per month$42$0.01

Cost per month against tasks per month · drag the marker

Monthly cost against tasks per monthLog-log lines for Llama 3 8B Lunaris (measured, $0.0001 per solved task), DeepSeek V4 Pro (measured, $0.21 per solved task) from 10 to 100,000 tasks a month. Marker at 200 tasks.101001k10k100k$0.001$0.01$0.1$1$10$100$1k$10kTASKS / MONTH (log) →200 tasksLlama 3 8B Lunaris · MEASURED · $0.0001 per solved task$0.01DeepSeek V4 Pro · MEASURED · $0.21 per solved task$42— Llama 3 8B Lunaris · MEASURED— DeepSeek V4 Pro · MEASURED

Solid measured · dashed modeled · dotted stale. The gap is the verdict.

Source: Artificial Analysis (artificialanalysis.ai) · verified 2026-08-21 · prices from each provider's pricing page; measured rows ignore the tier · Methodology · All models at these settings