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Revisit hardware benchmarks for recurring AI performance issues

Turn recurring performance questions into a small monthly benchmark review for the team.

Trigger

Recurring schedule

Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.

Action

Get hardware benchmarks

Compare and rank LLM models and providers across performance benchmarks, then dive into detailed specifications for any model to find the best fit for your needs. Discover performance metrics for specialized AI systems handling speech, images, and video, plus benchmark data for different hardware configurations.

Why this helps

Hardware performance context is easy to forget when incident patterns recur over weeks or months.

  • Build a lightweight cadence for performance reference checks.
  • Keep hardware questions connected to incident patterns.
  • Give investigation owners a shared benchmark starting point.

Setup

Build it in a few focused steps.

  • 1Connect incident.io and Artificial Analysis to Notis once in the portal.
  • 2Create an automation in the portal or ask Notis to review hardware benchmarks for incident-prone workloads.
  • 3Describe the workload or hardware contexts and desired benchmark reference in one plain-language instruction.
  • 4Pick a monthly schedule and reporting channel, then test using one known performance incident theme.

Questions about this workflow

Will this diagnose hardware bottlenecks?

No. It retrieves benchmark references for investigation; system telemetry and engineering analysis are still needed.

What should I include in the prompt?

Include the workload and any known hardware configuration or performance concern.

When this happens · Trigger

Do this · Action

Supported Triggers and Actions

Notis builds workflows that link incident.io to Artificial Analysis. A trigger fires from one place; an action lands in another.

incident.io triggers

Artificial Analysis actions

Recurring trigger

Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.

TriggerScheduled

Search models

Compare and rank LLM models and providers across performance benchmarks, then dive into detailed specifications for any model to find the best fit for your needs. Discover performance metrics for specialized AI systems handling speech, images, and video, plus benchmark data for different hardware configurations.

ActionInstant

Webhook trigger

Notis starts this workflow when an external tool or custom backend sends an HTTP request.

TriggerInstant

Get model providers

Compare and rank LLM models and providers across performance benchmarks, then dive into detailed specifications for any model to find the best fit for your needs. Discover performance metrics for specialized AI systems handling speech, images, and video, plus benchmark data for different hardware configurations.

ActionInstant

Get model detail

Compare and rank LLM models and providers across performance benchmarks, then dive into detailed specifications for any model to find the best fit for your needs. Discover performance metrics for specialized AI systems handling speech, images, and video, plus benchmark data for different hardware configurations.

ActionInstant

Get hardware benchmarks

Compare and rank LLM models and providers across performance benchmarks, then dive into detailed specifications for any model to find the best fit for your needs. Discover performance metrics for specialized AI systems handling speech, images, and video, plus benchmark data for different hardware configurations.

ActionInstant

Get cost per task

Compare and rank LLM models and providers across performance benchmarks, then dive into detailed specifications for any model to find the best fit for your needs. Discover performance metrics for specialized AI systems handling speech, images, and video, plus benchmark data for different hardware configurations.

ActionInstant

Get model cost per task

Compare and rank LLM models and providers across performance benchmarks, then dive into detailed specifications for any model to find the best fit for your needs. Discover performance metrics for specialized AI systems handling speech, images, and video, plus benchmark data for different hardware configurations.

ActionInstant

Connect any two apps with Notis in the middle.

incident.io and Artificial Analysis, or any other combination from 1,000+ integrations.

When this happens · Trigger

Do this · Action

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