Real-Time AI Performance Monitoring

Track live response times, performance metrics, and service reliability for leading AI providers. Monitor OpenAI GPT models, Anthropic Claude, Google Gemini, xAI Grok, DeepSeek, Moonshot (Kimi), Z.ai, MiniMax, Mistral, Qwen, ByteDance Seed, and Xiaomi Mimo with detailed analytics including latency trends, peak usage patterns, model comparisons, and service incident reports. LLM Overwatch provides live response time monitoring with 15-minute rolling averages, historical performance data spanning hours to months, analysis of peak and off-peak usage patterns, detailed model-specific performance breakdowns and comparisons, along with real-time service status and incident tracking.

How We Monitor AI Performance:

Percentage changes (↑ or ↓) show the relative difference compared to the all-time averages with absolute response time differences in parentheses. Response times are measured using standardized 512-token prompts every 5-10 minutes to ensure accurate, representative performance data.

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Live AI Providers Response Times

OpenAI

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Anthropic

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Google

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Grok

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DeepSeek

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Moonshot

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Z.ai

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MiniMax

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Mistral

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Qwen

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Seed

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Mimo

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Real-time performance monitoring across a dozen major AI providers. Track current response times, service status, and model-specific performance metrics updated every 5-10 minutes.

Peak/Off-Peak Usage Patterns Analysis

Discover when AI services experience peak demand and higher latency. Analyze hourly performance patterns across all providers to optimize your usage timing and understand global usage trends.

Switch between providers to see how their response times vary throughout the day and identify their peak and off-peak hours.

All Providers Hourly Avg. Response Times

Note: This chart shows the average response times across all providers for each hour of the day. Peak hours (higher response times) are shown in purple, while off-peak hours (lower response times) are shown in green.

OpenAI Hourly Response Times

Anthropic Hourly Response Times

Gemini Hourly Response Times

Grok Hourly Response Times

DeepSeek Hourly Response Times

Moonshot Hourly Response Times

Z.ai Hourly Response Times

MiniMax Hourly Response Times

Mistral Hourly Response Times

Qwen Hourly Response Times

Seed Hourly Response Times

Mimo Hourly Response Times

LLM Models Performance Benchmarks

Compare response times and performance metrics across different AI models from each provider. Identify which models offer the best speed for your use cases and understand performance variations within each provider's model lineup.

All Models Hourly Comparison

Tip: toggle a provider to show/hide all its models. At least 1 model must remain visible.

Note: This chart shows the hourly response times for all models across providers. Each line represents a different model, with colors indicating the provider. The data helps identify performance patterns and compare models across different times of day.

OpenAI Models Hourly Comparison

All-Time Average Response Times by Model

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Anthropic Models Hourly Comparison

All-Time Average Response Times by Model

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Gemini Models Hourly Comparison

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Grok Models Hourly Comparison

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DeepSeek Models Hourly Comparison

All-Time Average Response Times by Model

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Moonshot Models Hourly Comparison

All-Time Average Response Times by Model

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Z.ai Models Hourly Comparison

All-Time Average Response Times by Model

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MiniMax Models Hourly Comparison

All-Time Average Response Times by Model

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Mistral Models Hourly Comparison

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Qwen Models Hourly Comparison

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Seed Models Hourly Comparison

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Mimo Models Hourly Comparison

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AI Providers Service Incidents

Stay informed about service outages, performance degradation, and maintenance activities affecting AI providers. Track incident history, resolution status, and service reliability patterns.

Monitor real-time status updates from OpenAI, Anthropic, Gemini, Grok, DeepSeek, Moonshot, Z.ai, MiniMax, Mistral, Qwen, Seed, and Mimo (where status feeds are available) to stay ahead of outages and slowdowns affecting your workflows.

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