Head to head
AN vs TE For light moderate heavy
Verdict · measured basis
Hy-MT2-7B costs $0.0003 per solved task against
Ling 3.0 Flash at $0.0054 — ▼ 19x cheaper .
Over 200 tasks that is $1 a month.
On output token price alone Ling 3.0 Flash looks 1.3x 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 Ling 3.0 Flash and Hy-MT2-7B Figure Ling 3.0 Flash Hy-MT2-7B Input $/Mtok $0.075 $0.074 Output $/Mtok $0.22 $0.295 Cached input $/Mtok $0.015 $0.074 Pass rate 50% 17% Cost per solved task $0.0054 measured $0.0003 measured Cost per month $1 $0.06
Cost per month against tasks per month · drag the marker
Monthly cost against tasks per month Log-log lines for Hy-MT2-7B (measured, $0.0003 per solved task), Ling 3.0 Flash (measured, $0.0054 per solved task) from 10 to 100,000 tasks a month. Marker at 200 tasks. 10 100 1k 10k 100k $0.01 $0.1 $1 $10 $100 TASKS / MONTH (log) → 200 tasks Hy-MT2-7B · MEASURED · $0.0003 per solved task $0.06 Hy-MT2-7B MEASURED Ling 3.0 Flash · MEASURED · $0.0054 per solved task $1 Ling 3.0 Flash MEASURED Monthly cost against tasks per month Log-log lines for Hy-MT2-7B (measured, $0.0003 per solved task), Ling 3.0 Flash (measured, $0.0054 per solved task) from 10 to 100,000 tasks a month. Marker at 200 tasks. 10 100 1k 10k 100k $0.01 $0.1 $1 $10 $100 TASKS / MONTH (log) → 200 tasks Hy-MT2-7B · MEASURED · $0.0003 per solved task $0.06 Ling 3.0 Flash · MEASURED · $0.0054 per solved task $1 — Hy-MT2-7B · MEASURED — Ling 3.0 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