Arduino Uno R4 WiFi vs ESP32-S3: Which Board Wins?

Overall ESP32-S3-DevKitC-1
Performance ESP32-S3-DevKitC-1
Budget ESP32-S3-DevKitC-1
CategoryWinnerWhy
Processing Power ESP32-S3-DevKitC-1 The ESP32-S3 runs dual-core Xtensa LX7 at 240MHz versus the Uno R4's single-core ARM Cortex-M4 at 48MHz. The S3 is roughly 10x faster in real-world throughput. The Uno R4 has an ESP32-S3 onboard but it only handles WiFi/BLE — your code runs on the slow M4.
Memory ESP32-S3-DevKitC-1 The ESP32-S3-DevKitC has 8MB flash, 512KB SRAM, and 8MB PSRAM. The Uno R4 WiFi has 256KB flash and 32KB SRAM with no PSRAM. That is a 32x gap in SRAM and infinite gap in PSRAM. Complex data structures, web servers, and ML models are impossible on the Uno.
Arduino Ecosystem Arduino Uno R4 WiFi The Uno R4 WiFi is shield-compatible with thousands of existing Arduino shields. 5V logic level matches most hobby modules. The Arduino IDE, Arduino Cloud, and every Arduino tutorial support it natively. The ESP32-S3 works with Arduino IDE but uses 3.3V logic and its own pinout.
Unique Features Arduino Uno R4 WiFi The Uno R4 WiFi has a built-in 12x8 LED matrix for visual output without wiring, and CAN bus for automotive/industrial communication. The ESP32-S3 has a camera interface and USB-OTG that the Uno cannot access. Different unique features for different audiences.

Data from PAM Finds