Head to head
GPT-5.6 SolvsLing 3.0 Flash
For tasks, about a month.
Verdict · measured basis
Ling 3.0 Flash costs $0.0054 per solved task against
GPT-5.6 Sol at $0.0095 — ▼ 1.8x cheaper.
Over 200 tasks that is $0.81 a month.
On output token price alone Ling 3.0 Flash looks 136x cheaper. The ranking holds, but the margin changes.
Verified pricing, pass rate and cost per solved task for GPT-5.6 Sol and Ling 3.0 Flash| Figure | GPT-5.6 Sol | Ling 3.0 Flash |
|---|
| Input $/Mtok | $5 | $0.075 |
|---|
| Output $/Mtok | $30 | $0.22 |
|---|
| Cached input $/Mtok | $0.5 | $0.015 |
|---|
| Pass rate | 100% | 50% |
|---|
| Cost per solved task | $0.0095measured | $0.0054measured |
|---|
| Cost per month | $2 | $1 |
|---|
Cost per month against tasks per month · drag the marker
Solid measured · dashed modeled · dotted stale. The gap is the verdict.
Solvency Bench (solvency.dev) — first-party measurement · verified 2026-08-21 · prices from each provider's pricing page; measured rows ignore the tier · Methodology · All models at these settings