Search model quality benchmarks from an incident
Turn an output-quality concern into a targeted model comparison for the response team.
Trigger
Webhook received
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
Action
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.
Why this helps
When AI output quality is implicated, choosing what to investigate next can become another open-ended research task.
- Focus research on quality needs tied to the incident.
- Give responders a small set of alternatives to assess.
- Reduce open-ended browsing during triage.
Setup
Build it in a few focused steps.
- 1Connect incident.io and Artificial Analysis to Notis once in the portal.
- 2Create a portal automation or tell Notis conversationally to search models when an incident flags output quality.
- 3Describe the quality concern and AI task in one plain-language instruction for Notis.
- 4Choose an incoming webhook trigger and a reporting channel, then test with a real quality-related incident.
Questions about this workflow
Can benchmarks determine whether a model caused poor output?
No. They provide comparative evidence, while the incident's prompts, data and application behavior also matter.
Should I include examples of the output?
Include relevant, non-sensitive descriptions of the quality issue and task in the incident context.
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.
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.
Webhook trigger
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
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.
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.
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.
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.
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.
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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