KAT-Dev-FP8 vs router-provider-fallback
Input price
$0.00
$0.85
Output price
$0.00
$3.40
Context window
1K
131K
Throughput
159 tok/s
148 tok/s
Availability
98.1%
99.1%
Cost / task
$0.000
$0.003
Efficiency score
88
88
Estimated monthly cost by workload
Metric
KAT-DEV-FP8
ROUTER-PROVIDE
Chat assistant
$0.00
$663.00
RAG / long context
$0.00
$1,326
Agent / tool use
$0.00
$1,836
Efficiency score: KAT-Dev-FP8
Across price, speed and reliability, KAT-Dev-FP8 offers the stronger overall balance for most workloads — but the right pick depends on your exact mix of input, output and latency needs.
Figures are illustrative demo data, not financial advice.
Frequently asked questions
Is KAT-Dev-FP8 or router-provider-fallback cheaper?+
KAT-Dev-FP8 has the lower input price — $0.00 vs $0.85 per 1M tokens — so for most blended workloads it is the more cost-effective of the two. Figures are illustrative demo data.
Which should I choose, KAT-Dev-FP8 or router-provider-fallback?+
Across price, speed and reliability, KAT-Dev-FP8 offers the stronger overall balance for most workloads — but the right pick depends on your exact mix of input, output and latency needs.