claude-opus-4

anthropic • Performance Analytics

Core Performance Metrics

Total Requests

6800.0%

Error Rate

5.80%

100.0%

Total Input Tokens

7,462,879

33922077.3%

Total Output Tokens

58,144

36240.0%

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Performance Percentiles

Response Time

20.04s

162.7%

TTFT

8.36s

469.0%

TPS (Tokens/Second)

5439.8 TPS

22699.0%

TPOT (Time/Output Token)

0.020ms

80.0%

Performance Analytics for claude-opus-4

Usage Statistics (Last 2 Days):

Total Requests: 69 API calls
Average TPS: 5439.83 tokens per second
Average Response Time: 20037.40ms
Average Time to First Token: 8363.90ms
Total Cost: $139.56
Average Request Cost: $2.0227

Daily Performance Breakdown:

Date	Requests	TPS	Response Time	TTFT	Cost
10/3/2025	68	5603.05	19736.50ms	8463.10ms	$139.45
10/8/2025	1	31.11	40499.60ms	1622.50ms	$0.11

Performance Summary:

Model: claude-opus-4 by anthropic

Monitoring Period: 10/2/2025 to 10/9/2025

Average Daily Requests: 35

Peak Daily Requests: 68

Performance Trends

Oct 2 - Oct 9, 2025

Request Volume

Daily API requests

Performance (TPS)

Tokens per second

5439.83 tokens/s

Response Time

Average response latency (ms)

20037.40 ms

TTFT

Time to First Token (ms)

8363.90 ms

Token Analytics

Token usage distribution and efficiency metrics

Token Distribution

Input vs Output token usage

Input Tokens:7,462,879

Output Tokens:58,144

Total Tokens:7,521,023

Token Usage Timeline