Embedded Arena MCU QA (Documentation and Search): leaderboard
The Embedded Arena (2026) microcontroller deployment questions answered by a search agent that is also given the expert-curated documentation behind each question and web access. Accuracy in percent; higher is better.
Metric: Accuracy (%) on the 30 expert-written question-answer pairs about deploying deep learning on microcontrollers (model compression, hardware constraints, framework-specific code and deployment troubleshooting), answered zero-shot by a search agent given the expert-curated documentation behind each question and web search; higher is better. Source: arxiv.org. Saturation forecast: Around February 2027. 6 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-5 | 63.3 | #167 |
| 2 | GPT-5 Mini | 53.3 | #348 |
| 3 | Gemini 2.5 Pro | 50 | #266 |
| 4 | Gemini 2.5 Flash | 50 | #453 |
| 5 | GPT-5 Nano | 50 | #889 |
| 6 | Gemini 2.5 Flash Lite | 36.7 | #958 |
No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.
Interactive version: theaggregate.ai/benchmark?slug=embedded-arena-mcu-qa-documentation-and-search · How It Works · Data refreshed daily, snapshot 2026-11-13.