Best embedded iot development toolchains, according to AI

Data as of Aug 25, 2026 · Based on 1,045 AI responses · See how Parse measures this

Embedded IoT Development Toolchains

336 brands

ParseChatGPT + Google AI

Parse

https://parse.gl

Measured across ChatGPT & Google AI

Best Embedded IoT Development Toolchains, According to ChatGPT & Google AI | Parse

#	Brand	What AI says	Mention rate
1	FreeRTOSThe classic, lightweight RTOS for resource-constrained microcontrollers and simple IoT nodes.	The classic, lightweight RTOS for resource-constrained microcontrollers and simple IoT nodes.	29%
2	Zephyr ProjectA modern, modular RTOS increasingly seen as the future for connected IoT devices.	A modern, modular RTOS increasingly seen as the future for connected IoT devices.	29%
3	Raspberry PiA versatile single-board computer for projects needing a full Linux operating system.	A versatile single-board computer for projects needing a full Linux operating system.	26%
4	ArduinoThe definitive entry-point for beginners and rapid hardware proof-of-concept prototyping.	The definitive entry-point for beginners and rapid hardware proof-of-concept prototyping.	24%
5	Espressif SystemsThe go-to for low-cost IoT prototyping with built-in Wi-Fi and Bluetooth.	The go-to for low-cost IoT prototyping with built-in Wi-Fi and Bluetooth.	24%
6	Apache Software Foundation		23%
7	Eclipse FoundationMentioned for ThreadX (Azure RTOS), a high-performance choice for production-grade devices.	Mentioned for ThreadX (Azure RTOS), a high-performance choice for production-grade devices.	21%
8	Edge ImpulseA leading platform for building and optimizing TinyML models for edge devices.	A leading platform for building and optimizing TinyML models for edge devices.	20%
9	Wind River		16%
10	BeagleBoardA robust Linux SBC prized for its real-time I/O capabilities.	A robust Linux SBC prized for its real-time I/O capabilities.	16%
11	RIOT		15%
12	Alphabet		14%
13	SEGGER		13%
14	GitHub		13%
15	NXP Semiconductors		12%
16	Mbed		12%
17	Nordic Semiconductor		10%
18	AMD		9%
19	NVIDIA		8%
20	OpenAI		8%
21	SparkFun		8%
22	WedoLow		7%
23	Highintegritysystems		7%
24	Pjrc		7%
25	Adafruit		7%
26	Digilent		7%
27	STMicroelectronics		7%
28	QNX		7%
29	Particle		6%
30	Anthropic		6%
31	PlatformIO		6%
32	Microsoft		6%
33	Texas Instruments		5%
34	Cursor		5%
35	GHS		5%
36	Bus Pirate		5%
37	PX5 RTOS		5%
38	Arm		4%
39	Keil		4%
40	Renode		4%
41	IAR Systems		4%
42	QEMU		4%
43	Google Gemini API		4%
44	Intel		4%
45	Seeed Studio		4%
46	ChibiOS		4%
47	Microchip Technology		4%
48	Tinkerforge		3%
49	ETAS		3%
50	Silicon Labs		3%
51	Saleae		3%
52	Mathworks		3%
53	Infineon Technologies		3%
54	Amazon		3%
55	CMSIS		3%
56	Edge AI Foundation		3%
57	cTuning Foundation		3%
58	Contiki-NG		3%
59	Compulab		3%
60	Qoitech		3%
61	Altera		2%
62	Cppcheck		2%
63	Wokwi		2%
64	Massachusetts Institute of Technology		2%
65	RTEMS		2%
66	Synopsys		2%
67	KiCad		2%
68	Espruino		2%
69	Analog Devices		2%
70	Cppdepend		1%
71	Renesas		1%
72	MicroPython		1%
73	Lattice Semiconductor		1%
74	Llvm		1%
75	Embedder		1%
76	ONNX Runtime		1%
77	Contiki		1%
78	Ollama		1%
79	Smallest AI		1%
80	MikroElektronika		1%
81	Red Pitaya		1%
82	Tabnine		<1%
83	Octavo Systems		<1%
84	Codesecure		<1%
85	Ubuntu		<1%
86	Qualcomm		<1%
87	Sysgo		<1%
88	uTensor		<1%
89	PyTorch		<1%
90	Joulescope		<1%
91	Coral		<1%
92	Yocto Project		<1%
93	Waveshare		<1%
94	Avnet		<1%
95	TTI, Inc.		<1%
96	RT-Thread		<1%
97	Embedded Artists		<1%
98	Neutroncode		<1%
99	ChipKIT		<1%
100	Alchitry		<1%