LongCat 2.0 vs DeepSeek V4 Flash 0731
One line per model: the best value available from any of its providers at each point, which is what a caller routing to the healthy endpoint would see.
CompareLongCat 2.0DeepSeek V4 Flash 0731
| Model | Providers | Best uptime | Fastest p50 | Best p99 | Throughput | Context | Cheapest $/Mtok |
|---|---|---|---|---|---|---|---|
| LongCat 2.0 | 1/1 | 100% AtlasCloud | 2.15s AtlasCloud | 13.6s AtlasCloud | 28 tps AtlasCloud | 1.0M | $0.300 / $1.20 AtlasCloud |
| DeepSeek V4 Flash 0731 | 25/28 | 100% BaseTen | 560ms Relace | 4.16s Relace | 117 tps Wafer | 1.3M | $0.076 / $0.153 Decart |
Measured 1m ago. Each figure is the best available across that model's providers.
History
Availability
Best uptime available from any provider. Axis starts at 90%; it expands to 0 when a model falls below.
Time to first token
Fastest p50 available from any provider. Logarithmic axis.
Throughput
Best median tokens per second available.