Head to head
Gemini 3.7 FlashvsLongCat 2.0
For tasks, about a month.
Verdict · measured basis
LongCat 2.0 costs $0.0036 per solved task against
Gemini 3.7 Flash at $2.12 — ▼ 581x cheaper.
Over 200 tasks that is $423 a month.
On output token price alone LongCat 2.0 looks 3.1x cheaper. The ranking holds, but the margin changes.
Verified pricing, pass rate and cost per solved task for Gemini 3.7 Flash and LongCat 2.0| Figure | Gemini 3.7 Flash | LongCat 2.0 |
|---|
| Input $/Mtok | $0.75 | $0.3 |
|---|
| Output $/Mtok | $3.75 | $1.2 |
|---|
| Cached input $/Mtok | $0.075 | $0.006 |
|---|
| Pass rate | 60% | 81% |
|---|
| Cost per solved task | $2.12measured | $0.0036measured |
|---|
| Cost per month | $423 | $0.73 |
|---|
Cost per month against tasks per month · drag the marker
Solid measured · dashed modeled · dotted stale. The gap is the verdict.
Source: Artificial Analysis (artificialanalysis.ai) · verified 2026-08-21 · prices from each provider's pricing page; measured rows ignore the tier · Methodology · All models at these settings