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Head to head

Step 3.5 Flashvsgpt-oss-120b

For tasks, about a month.

Verdict · measured basis

gpt-oss-120b costs $0.0011 per solved task against Step 3.5 Flash at $0.0031▼ 3.0x cheaper. Over 200 tasks that is $0.41 a month.

On output token price alone gpt-oss-120b looks 1.8x cheaper. The ranking holds, but the margin changes.

Verified pricing, pass rate and cost per solved task for Step 3.5 Flash and gpt-oss-120b
FigureStep 3.5 Flashgpt-oss-120b
Input $/Mtok$0.1$0.037
Output $/Mtok$0.3$0.17
Cached input $/Mtok$0.1$0.037
Pass rate50%60%
Cost per solved task$0.0031measured$0.0011measured
Cost per month$0.62$0.21

Cost per month against tasks per month · drag the marker

Monthly cost against tasks per monthLog-log lines for gpt-oss-120b (measured, $0.0011 per solved task), Step 3.5 Flash (measured, $0.0031 per solved task) from 10 to 100,000 tasks a month. Marker at 200 tasks.101001k10k100k$0.01$0.1$1$10$100TASKS / MONTH (log) →200 tasksgpt-oss-120b · MEASURED · $0.0011 per solved task$0.21Step 3.5 Flash · MEASURED · $0.0031 per solved task$0.62— gpt-oss-120b · MEASURED— Step 3.5 Flash · 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