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Head to head

Phi 4vsLlama 3.1 8B Instruct

For tasks, about a month.

Verdict · measured basis

Llama 3.1 8B Instruct costs $0.0000 per solved task against Phi 4 at $0.0000▼ 1.0x cheaper. Over 200 tasks that is $0.00 a month.

On output token price alone Llama 3.1 8B Instruct looks 1.8x cheaper. The ranking holds, but the margin changes.

Verified pricing, pass rate and cost per solved task for Phi 4 and Llama 3.1 8B Instruct
FigurePhi 4Llama 3.1 8B Instruct
Input $/Mtok$0.07$0.05
Output $/Mtok$0.14$0.08
Cached input $/Mtok$0.07$0.025
Pass rate67%42%
Cost per solved task$0.0000measured$0.0000measured
Cost per month$0.01$0.01

Cost per month against tasks per month · drag the marker

Monthly cost against tasks per monthLog-log lines for Llama 3.1 8B Instruct (measured, $0.0000 per solved task), Phi 4 (measured, $0.0000 per solved task) from 10 to 100,000 tasks a month. Marker at 200 tasks.101001k10k100k$0.001$0.01$0.1$1TASKS / MONTH (log) →200 tasksLlama 3.1 8B Instruct · MEASURED · $0.0000 per solved task$0.01Phi 4 · MEASURED · $0.0000 per solved task$0.01— Llama 3.1 8B Instruct · MEASURED— Phi 4 · MEASURED

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

Solvency Bench (solvency.dev) — first-party measurement · verified 2026-08-26 · prices from each provider's pricing page; measured rows ignore the tier · Methodology · All models at these settings