claude-opus-4

anthropic • Performance Analytics

Core Performance Metrics

Total Requests

150.0%

Error Rate

0.00%

0.0%

Total Input Tokens

13,795

49167.9%

Total Output Tokens

1,891

11718.8%

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Performance Percentiles

Response Time

16.98s

964.1%

TTFT

1.89s

21.4%

TPS (Tokens/Second)

184.7 TPS

1239.7%

TPOT (Time/Output Token)

0.040ms

86.7%

Performance Analytics for claude-opus-4

Usage Statistics (Last 3 Days):

Total Requests: 5 API calls
Average TPS: 184.74 tokens per second
Average Response Time: 16981.50ms
Average Time to First Token: 1893.60ms
Total Cost: $0.42
Average Request Cost: $0.0837

Daily Performance Breakdown:

Date	Requests	TPS	Response Time	TTFT	Cost
9/23/2025	1	30.23	5226.60ms	1534.40ms	$0.01
9/24/2025	3	212.98	24018.00ms	2154.20ms	$0.39
9/28/2025	1	23.86	7626.50ms	1470.80ms	$0.01

Performance Summary:

Model: claude-opus-4 by anthropic

Monitoring Period: 9/23/2025 to 9/30/2025

Average Daily Requests: 2

Peak Daily Requests: 3

Performance Trends

Sep 23 - Sep 30, 2025

Request Volume

Daily API requests

Performance (TPS)

Tokens per second

184.74 tokens/s

Response Time

Average response latency (ms)

16981.50 ms

TTFT

Time to First Token (ms)

1893.60 ms

Token Analytics

Token usage distribution and efficiency metrics

Token Distribution

Input vs Output token usage

Input Tokens:13,795

Output Tokens:1,891

Total Tokens:15,686

Token Usage Timeline