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Head to head

MiniMax M3vsUI-TARS 7B

For tasks, about a month.

Verdict · measured basis

UI-TARS 7B costs $0.0003 per solved task against MiniMax M3 at $0.02▼ 79x cheaper. Over 200 tasks that is $4 a month.

On output token price alone UI-TARS 7B looks 6.0x cheaper. The ranking holds, but the margin changes.

Verified pricing, pass rate and cost per solved task for MiniMax M3 and UI-TARS 7B
FigureMiniMax M3UI-TARS 7B
Input $/Mtok$0.3$0.1
Output $/Mtok$1.2$0.2
Cached input $/Mtok$0.06$0.1
Pass rate47%25%
Cost per solved task$0.02measured$0.0003measured
Cost per month$4$0.05

Cost per month against tasks per month · drag the marker

Monthly cost against tasks per monthLog-log lines for UI-TARS 7B (measured, $0.0003 per solved task), MiniMax M3 (measured, $0.02 per solved task) from 10 to 100,000 tasks a month. Marker at 200 tasks.101001k10k100k$0.01$0.1$1$10$100$1kTASKS / MONTH (log) →200 tasksUI-TARS 7B · MEASURED · $0.0003 per solved task$0.05MiniMax M3 · MEASURED · $0.02 per solved task$4— UI-TARS 7B · MEASURED— MiniMax M3 · 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