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ailatency

ailatency

ailatency by independent developers for tracking AI API latency, throughput, and availability across major providers. Compare 24H, 7D, and 30D trends with detailed daily reports.

AI API monitoringlatency trackingAPI performance comparisonprovider uptimeAI infrastructure tools
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What is ailatency?

ailatency is an independent benchmarking service that tracks AI API performance across major providers. It measures latency, throughput, and availability using paid API calls through the OpenRouter API gateway. Users can compare historical trends over 24 hours, 7 days, and 30 days, with detailed daily reports. The platform provides current performance snapshots, including fastest response times, best throughput, and models online. It is not affiliated with any AI provider or OpenRouter.

Application scenarios

  • API selection

    Compare response times and throughput to choose the best AI provider for your application.

  • Cost optimization

    Evaluate cost per 1K tokens alongside latency to find cost-effective solutions.

  • Performance monitoring

    Track real-time and historical performance metrics for production systems.

  • Provider benchmarking

    Assess multiple providers side by side using independent, end-to-end measurements.

  • Trend analysis

    Review 24H, 7D, and 30D data to spot performance patterns or degradation.

  • Capacity planning

    Use availability and latency data to plan for scaling or redundancy.

Core Features

  • Current performance snapshot

    Displays latest readings for fastest response, best throughput, models online, availability percentage, and average time to first token (TTFT).

  • Historical performance tables

    Shows averaged data over 24H, 7D, and 30D periods for each provider and model, including TTFT in milliseconds, tokens per second (TPS), total latency, cost per 1K tokens, and status.

  • MSI score

    Each model gets a proprietary MSI score, likely a composite performance metric.

  • Recent events log

    Lists notable performance events (e.g., outages or slowdowns) with timestamps.

  • Today’s context

    Provides a summary of current performance context for the day.

  • Independent measurement

    All data collected via paid API calls from a single location, with OpenRouter routing overhead (~5–15 ms) included.

  • Cost estimation

    Cost values are estimates computed from OpenRouter API pricing metadata at measurement time.

Target users

Software developers, DevOps engineers, and product managers who integrate AI APIs into applications. Also useful for technical decision-makers evaluating AI providers for latency-sensitive or cost-conscious workloads.

How to use ailatency?

Open the ailatency.com website to view the current performance snapshot and historical data. The dashboard loads automatically with the latest readings. Use the time period selector (24H, 7D, 30D) to compare historical trends. Review the provider and model tables to see TTFT, TPS, total latency, cost, and status. No sign-up or login is required—data is publicly accessible.

Pricing and free trial

No pricing information is available on the website. The service appears to be free to access publicly.

Effect review

ailatency delivers exactly what it promises: independent, real-time API performance data for major AI providers. Its strength lies in transparency—every measurement includes OpenRouter overhead and is collected from a single location, so users know the limitations. The historical trends (24H, 7D, 30D) are immediately useful for spotting provider reliability issues or cost-performance trade-offs. However, the single-location testing means results may not reflect global performance, and the disclaimers make clear this data is for informational purposes only. For developers who need a quick, no-registration benchmark, it’s a solid starting point—just don’t rely on it alone for production decisions.

Frequently Asked Questions

What is ailatency?
ailatency is a tool developed by independent developers that tracks and compares AI API latency, throughput, and availability across major providers, offering 24H, 7D, and 30D trends with detailed daily reports.
Which AI providers does ailatency support?
ailatency tracks major AI API providers, including but not limited to OpenAI, Anthropic, Google, and others, with regular updates as new providers emerge.
Is ailatency free to use?
Yes, ailatency is currently free to use, providing public access to latency, throughput, and availability data without any subscription fees.
How often is the data updated?
Data is updated in near real-time, with daily reports summarizing 24-hour trends, and aggregated statistics available for 7-day and 30-day periods.
Can I customize the time range for comparisons?
Yes, you can select from predefined time ranges (24H, 7D, 30D) to compare performance trends across providers, though custom date ranges are not currently available.
Does ailatency store historical data?
Yes, ailatency maintains historical data for at least 30 days, allowing you to review past performance and identify long-term trends.

ailatency - AI Tool Detail

ailatency by independent developers for tracking AI API latency, throughput, and availability across major providers. Compare 24H, 7D, and 30D trends with detailed daily reports.

Category：API services

Visit Link：https://www.ailatency.com/

Tags：AI API monitoring、latency tracking、API performance comparison、provider uptime、AI infrastructure tools