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Head to head

GPT-5.6 LunavsLlama 3.2 1B Instruct

For tasks, about a month.

Verdict · measured basis

Llama 3.2 1B Instruct costs $0.0003 per solved task against GPT-5.6 Luna at $2.65 — ▼ 8176x cheaper. Over 200 tasks that is $530 a month.

On output token price alone Llama 3.2 1B Instruct looks 6.0x cheaper. The ranking holds, but the margin changes.

Verified pricing, pass rate and cost per solved task for GPT-5.6 Luna and Llama 3.2 1B Instruct
FigureGPT-5.6 LunaLlama 3.2 1B Instruct
Input $/Mtok$0.2$0.027
Output $/Mtok$1.2$0.201
Cached input $/Mtok$0.02$0.027
Pass rate57%8%
Cost per solved task$2.65measured$0.0003measured
Cost per month$530$0.06

Cost per month against tasks per month · drag the marker

Monthly cost against tasks per monthLog-log lines for Llama 3.2 1B Instruct (measured, $0.0003 per solved task), GPT-5.6 Luna (measured, $2.65 per solved task) from 10 to 100,000 tasks a month. Marker at 200 tasks.101001k10k100k$0.01$0.1$1$10$100$1k$10k$100kTASKS / MONTH (log) →200 tasksLlama 3.2 1B Instruct · MEASURED · $0.0003 per solved task$0.06GPT-5.6 Luna · MEASURED · $2.65 per solved task$530— Llama 3.2 1B Instruct · MEASURED— GPT-5.6 Luna · 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