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Head to head

Qwen3 VL 8B InstructvsNova Lite 1.0

For tasks, about a month.

Verdict · measured basis

Nova Lite 1.0 costs $0.0001 per solved task against Qwen3 VL 8B Instruct at $0.0001▼ 1.4x cheaper. Over 200 tasks that is $0.01 a month.

On output token price alone Nova Lite 1.0 looks 1.9x cheaper. The ranking holds, but the margin changes.

Verified pricing, pass rate and cost per solved task for Qwen3 VL 8B Instruct and Nova Lite 1.0
FigureQwen3 VL 8B InstructNova Lite 1.0
Input $/Mtok$0.117$0.06
Output $/Mtok$0.455$0.24
Cached input $/Mtok$0.117$0.06
Pass rate61%47%
Cost per solved task$0.0001measured$0.0001measured
Cost per month$0.02$0.02

Cost per month against tasks per month · drag the marker

Monthly cost against tasks per monthLog-log lines for Nova Lite 1.0 (measured, $0.0001 per solved task), Qwen3 VL 8B Instruct (measured, $0.0001 per solved task) from 10 to 100,000 tasks a month. Marker at 200 tasks.101001k10k100k$0.001$0.01$0.1$1$10TASKS / MONTH (log) →200 tasksNova Lite 1.0 · MEASURED · $0.0001 per solved task$0.02Qwen3 VL 8B Instruct · MEASURED · $0.0001 per solved task$0.02— Nova Lite 1.0 · MEASURED— Qwen3 VL 8B Instruct · 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