AI Stupid Level says it tracks silent model drift across 20+ providers and 98,000 MAU
ionutvi · reddit · 2026-07-27
AI Stupid Level is a platform for detecting model drift in production agent systems.
The author argues that even when the model name stays the same, provider-side updates can change reasoning quality, coding ability, instruction following, latency, formatting, tool use, and refusals. That means an agent workflow that works today may quietly break tomorrow.
The platform offers:
- real-time drift detection
- historical performance tracking
- cross-model/provider comparisons
- task-based routing
- BYOK integrations
- evaluation for coding, reasoning, research, and structured outputs
It supports 20+ provider integrations and claims about 98,000 monthly active users without paid ads or external funding. The author asks other agent developers how they detect silent model changes and which behaviors matter most to track over time.
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