claude-opus-4.1 Performance Analytics - Real-time Metrics, Token Usage & Cost Analysis

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anthropic

claude-opus-4.1

anthropic • Performance Analytics

Core Performance Metrics

Total Requests
17
100.0%
Error Rate
5.88%
100.0%
Total Input Tokens
241,565
Total Output Tokens
26,180

Access claude-opus-4.1 through LangDB AI Gateway

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Integrate with anthropic's claude-opus-4.1 and 250+ other models through a unified API. Monitor usage, control costs, and enhance security.

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Cost Optimization
Enterprise Security
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99.9% Uptime
10,000+Monthly Requests

Performance Percentiles

Response Time
46.96s
100.0%
TTFT
3.53s
TPS (Tokens/Second)
335.4 TPS
100.0%
TPOT (Time/Output Token)
0.030ms

Performance Trends

Nov 11 - Nov 18, 2025

Request Volume
Daily API requests
17
Performance (TPS)
Tokens per second
335.41 tokens/s
Response Time
Average response latency (ms)
46956.50 ms
TTFT
Time to First Token (ms)
3532.90 ms

Token Analytics

Token usage distribution and efficiency metrics

Token Distribution
Input vs Output token usage
Input Tokens:241,565
Output Tokens:26,180
Total Tokens:267,745
Token Usage Timeline
Daily token consumption trends