Audit & access logs

QwenCloud provides usage tracking through the Analytics dashboard. These tools help you monitor API consumption, investigate anomalies, and support compliance reporting.

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Analytics dashboard

The Analytics page shows aggregated usage metrics for your workspace:

• Tokens: Total input and output tokens over time. You can switch to Count, Seconds, Characters, and API Calls.
• Total Requests: Number of API calls by model and time period.
• Avg Time to First Token: Average time to receive the first response packet.
• Avg Latency: Average total response time.
• Avg Success Rate: Ratio of successful requests to total requests.

You can filter by time range, model, and API key, and switch the granularity between By Day and By Hour. The page also provides per-model operational metrics, including average TPM and RPM, total and successful requests, average success rate, average time to first token, and average latency. The Logs page provides request-level audit trails with per-request token usage, latency, and status codes. Only pay-as-you-go call logs are shown, and they are retained for 14 days. Request logs record metadata only and do not include prompts, responses, HTTP headers, or request bodies. For details, see MLOps & observability.

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Learn more

• MLOps & observability: Detailed guide to the Analytics dashboard.
• Data security: Encryption, API key management, and content moderation.
• Rate limits: Understand and manage your API rate limits.