Hardware guide · Qwen2.5-Coder
What hardware do you need to run Qwen2.5 Coder 3B?
Qwen2.5 Coder 3B needs about 3 GB to run at Q4_K_M, so the lightest hardware that runs it is iPhone 15 Pro. 43 of 43 devices tested can run it.
- Needs (Q4_K_M)
- ~3 GB
- Devices that run it
- 43
- Too small
- 0
- Lightest that runs it
- ~4.5 GB
Recommended Q4_K_M
iPhone 15 Pro Yes
Runs at Q4_K_M using ~3 GB of ~4.5 GB usable. You have room for Q8_0 for higher quality.
What kind of hardware runs Qwen2.5 Coder 3B
Of the 43 devices that run it, here is the split by hardware class.
12 discrete GPUs 14 Macs 3 laptops 14 phones
Hardware that runs Qwen2.5 Coder 3B
Ranked by usable memory, lightest first. Prices are approximate street prices for the device itself (a GPU is the card alone; a Mac is the whole machine). Tok/s is a bandwidth estimate; see methodology.
Compatible devices 43 total
- YesiPhone 15 Pro from $999~4.5 GB usable · uses ~3 GB · ~14 tok/s est.
- YesiPhone 16 from $799~4.5 GB usable · uses ~3 GB · ~17 tok/s est.
- YesiPhone 16 Pro from $999~4.5 GB usable · uses ~3 GB · ~17 tok/s est.
- YesGeneric Android Phone (8GB RAM)~4.5 GB usable · uses ~3 GB
- YesiPhone 17 from $799~4.5 GB usable · uses ~3 GB · ~19 tok/s est.
- Yes8GB RAM Laptop (CPU/iGPU only) from $350~5 GB usable · uses ~3 GB · ~25 tok/s est.
- YesNvidia GeForce RTX 2060 (6GB) from $349~5 GB usable · uses ~3 GB · ~121 tok/s est.
- YesApple M1 (8GB) from $999~5.5 GB usable · uses ~3 GB · ~30 tok/s est.
- YesNvidia GeForce RTX 3060 Ti (8GB) from $399~7 GB usable · uses ~3 GB · ~162 tok/s est.
- YesNvidia GeForce GTX 1070 (8GB) from $379~7 GB usable · uses ~3 GB · ~92 tok/s est.
- YesiPhone 17 Pro from $1,099~8 GB usable · uses ~3 GB · ~21 tok/s est.
- YesiPhone Air from $999~8 GB usable · uses ~3 GB · ~21 tok/s est.
- YesSamsung Galaxy S24 Ultra from $1,299~8.5 GB usable · uses ~3 GB · ~21 tok/s est.
- YesGeneric Android Phone (12GB RAM)~8.5 GB usable · uses ~3 GB
- YesApple M2 (16GB) from $1,199~10.5 GB usable · uses ~3 GB · ~44 tok/s est.
- YesApple M4 (16GB) from $999~10.5 GB usable · uses ~3 GB · ~53 tok/s est.
- YesGoogle Pixel 9 Pro from $999~10.5 GB usable · uses ~3 GB · ~19 tok/s est.
- YesApple M5 (16GB) from $1,099~10.5 GB usable · uses ~3 GB · ~68 tok/s est.
- YesGoogle Pixel 10 Pro from $999~10.5 GB usable · uses ~3 GB · ~19 tok/s est.
- YesNvidia GeForce RTX 3060 (12GB) from $329~11 GB usable · uses ~3 GB · ~130 tok/s est.
- YesNvidia GeForce RTX 4070 (12GB) from $599~11 GB usable · uses ~3 GB · ~182 tok/s est.
- YesApple M3 Pro (18GB) from $1,299~12 GB usable · uses ~3 GB · ~44 tok/s est.
- Yes16GB RAM Laptop (CPU/iGPU only) from $750~12 GB usable · uses ~3 GB · ~25 tok/s est.
- YesiPad Pro M4 (16GB, 1TB/2TB config) from $1,599~12 GB usable · uses ~3 GB · ~33 tok/s est.
- YesSamsung Galaxy S25 Ultra (16GB, 1TB config only) from $1,619~12 GB usable · uses ~3 GB · ~24 tok/s est.
- YesSamsung Galaxy S26 Ultra (16GB, 1TB config) from $1,299~12 GB usable · uses ~3 GB · ~24 tok/s est.
- YesNvidia GeForce RTX 4060 Ti (16GB) from $499~15 GB usable · uses ~3 GB · ~104 tok/s est.
- YesNvidia GeForce RTX 4080 (16GB) from $1,199~15 GB usable · uses ~3 GB · ~259 tok/s est.
- YesApple M4 (24GB) from $1,299~16 GB usable · uses ~3 GB · ~53 tok/s est.
- YesApple M4 Pro (24GB) from $1,999~16 GB usable · uses ~3 GB · ~121 tok/s est.
- YesApple M5 (32GB) from $1,299~21 GB usable · uses ~3 GB · ~68 tok/s est.
- YesNvidia GeForce RTX 4090 (24GB) from $1,599~23 GB usable · uses ~3 GB · ~364 tok/s est.
- YesNvidia GeForce RTX 3090 (24GB) from $1,499~23 GB usable · uses ~3 GB · ~338 tok/s est.
- YesAMD Radeon RX 7900 XTX (24GB) from $999~23 GB usable · uses ~3 GB · ~347 tok/s est.
- Yes32GB RAM Laptop (CPU/iGPU only) from $1,100~28 GB usable · uses ~3 GB · ~25 tok/s est.
- YesNvidia GeForce RTX 5090 (32GB) from $1,999~31 GB usable · uses ~3 GB · ~647 tok/s est.
- YesApple M4 Pro (48GB) from $2,399~32 GB usable · uses ~3 GB · ~121 tok/s est.
- YesApple M5 Pro (48GB) from $2,199~32 GB usable · uses ~3 GB · ~136 tok/s est.
- YesApple M4 Max (64GB) from $3,499~48 GB usable · uses ~3 GB · ~243 tok/s est.
- YesApple M4 Max (128GB) from $3,499~96 GB usable · uses ~3 GB · ~243 tok/s est.
- YesAMD Ryzen AI Halo (128GB) from $3,999~96 GB usable · uses ~3 GB · ~92 tok/s est.
- YesApple M5 Max (128GB) from $3,599~96 GB usable · uses ~3 GB · ~273 tok/s est.
- YesApple M3 Ultra (256GB) from $3,999~192 GB usable · uses ~3 GB · ~364 tok/s est.
See the full Qwen2.5 Coder 3B memory breakdown, or compare it against other models.
Sources
Memory at Q4_K_M (3 GB = 1.8 GB weights + KV cache + overhead), validated 2026-09-14. See methodology.