Head to head
LongCat 2.0vsSeed-2.0-Mini
For tasks, about a month.
Verdict · measured basis
Seed-2.0-Mini costs $0.0014 per solved task against
LongCat 2.0 at $0.0036 — ▼ 2.6x cheaper.
Over 200 tasks that is $0.44 a month.
On output token price alone Seed-2.0-Mini looks 3.0x cheaper. The ranking holds, but the margin changes.
Verified pricing, pass rate and cost per solved task for LongCat 2.0 and Seed-2.0-Mini| Figure | LongCat 2.0 | Seed-2.0-Mini |
|---|
| Input $/Mtok | $0.3 | $0.1 |
|---|
| Output $/Mtok | $1.2 | $0.4 |
|---|
| Cached input $/Mtok | $0.006 | $0.1 |
|---|
| Pass rate | 81% | 94% |
|---|
| Cost per solved task | $0.0036measured | $0.0014measured |
|---|
| Cost per month | $0.73 | $0.28 |
|---|
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 2026-08-26 · prices from each provider's pricing page; measured rows ignore the tier · Methodology · All models at these settings