Head to head
PO vs ME For light moderate heavy
Verdict · measured basis
Llama 3.2 3B Instruct costs $0.0001 per solved task against
Laguna XS 2.1 at $0.0006 — ▼ 4.3x cheaper .
Over 200 tasks that is $0.09 a month.
On output token price alone Laguna XS 2.1 looks 2.8x cheaper. The ranking reverses once you divide by pass rate — the cheaper tokens do not win the task.
Copy link Save scenario Export compare table Planned
Verified pricing, pass rate and cost per solved task for Laguna XS 2.1 and Llama 3.2 3B Instruct Figure Laguna XS 2.1 Llama 3.2 3B Instruct Input $/Mtok $0.06 $0.05 Output $/Mtok $0.12 $0.33 Cached input $/Mtok $0.03 $0.05 Pass rate 78% 33% Cost per solved task $0.0006 measured $0.0001 measured Cost per month $0.11 $0.03
Cost per month against tasks per month · drag the marker
Monthly cost against tasks per month Log-log lines for Llama 3.2 3B Instruct (measured, $0.0001 per solved task), Laguna XS 2.1 (measured, $0.0006 per solved task) from 10 to 100,000 tasks a month. Marker at 200 tasks. 10 100 1k 10k 100k $0.001 $0.01 $0.1 $1 $10 $100 TASKS / MONTH (log) → 200 tasks Llama 3.2 3B Instruct · MEASURED · $0.0001 per solved task $0.03 Llama 3.2 3B Instruct MEASURED Laguna XS 2.1 · MEASURED · $0.0006 per solved task $0.11 Laguna XS 2.1 MEASURED Monthly cost against tasks per month Log-log lines for Llama 3.2 3B Instruct (measured, $0.0001 per solved task), Laguna XS 2.1 (measured, $0.0006 per solved task) from 10 to 100,000 tasks a month. Marker at 200 tasks. 10 100 1k 10k 100k $0.001 $0.01 $0.1 $1 $10 $100 TASKS / MONTH (log) → 200 tasks Llama 3.2 3B Instruct · MEASURED · $0.0001 per solved task $0.03 Laguna XS 2.1 · MEASURED · $0.0006 per solved task $0.11 — Llama 3.2 3B Instruct · MEASURED — Laguna XS 2.1 · 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