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ResearchFormerly WizWand

Generative Code Completion

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Embedded Systems Code Zephyr RTOS (test)

10Generative Token Accuracy

4

Mar 13, 2026

Embedded Systems Code Crypto (test)

13.3Generative Token Accuracy

4

Mar 13, 2026

Embedded Systems Code Wireless/BLE/WiFi (test)

Claude Opus 4.6

15.3Generative Token Accuracy

4

Mar 13, 2026

Embedded Systems Code Linux Kernel (test)

Claude Opus 4.6

12Generative Token Accuracy

4

Mar 13, 2026

Embedded Systems Code USB Stack (test)

Claude Opus 4.6

19.2Generative Token Accuracy

4

Mar 13, 2026

Embedded Systems Code AMD GPU Registers (test)

31.3Generative Token Accuracy

4

Mar 13, 2026

Embedded Systems Code NXP i.MX (test)

33Generative Token Accuracy

4

Mar 13, 2026

Embedded Systems Code Device Tree (test)

35.2Token Accuracy

4

Mar 13, 2026

Embedded Systems Code (STM32 HAL) (test)

39.9Generative Token Accuracy

4

Mar 13, 2026

Embedded Systems Code Infineon AURIX (test)

54.3Generative Token Accuracy

4

Mar 13, 2026

Embedded Systems Code ARM Cortex ASM (test)

55.8Generative Token Accuracy

4

Mar 13, 2026

Embedded Systems Code Register Defines (test)

59.6Generative Token Accuracy

4

Mar 13, 2026

Embedded Systems Code General (test)

85.1Generative Token Accuracy

4

Mar 13, 2026