LongCat-Flash-Prover vs phi-4-mini-instruct
Input price
$0.00
$0.08
Output price
$0.00
$0.35
Context window
128K
128K
Throughput
138 tok/s
119 tok/s
Availability
97.8%
100.0%
Cost / task
$0.000
$0.000
Efficiency score
89
89
Estimated monthly cost by workload
Metric
LONGCAT-FLASH-
PHI-4-MINI-INS
Chat assistant
$0.00
$66.00
RAG / long context
$0.00
$127.50
Agent / tool use
$0.00
$183.60
Efficiency score: LongCat-Flash-Prover
Across price, speed and reliability, LongCat-Flash-Prover 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 LongCat-Flash-Prover or phi-4-mini-instruct cheaper?+
LongCat-Flash-Prover has the lower input price — $0.00 vs $0.08 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, LongCat-Flash-Prover or phi-4-mini-instruct?+
Across price, speed and reliability, LongCat-Flash-Prover offers the stronger overall balance for most workloads — but the right pick depends on your exact mix of input, output and latency needs.