M4 Pro

unsloth/Qwen3.6-27B-MTP-GGUF

Quant Q4_K_M

Intelligence: 73%
Task Time: 25m 38s
Intelligence / Joule: 2.51
Disk Size: 17.1GB
Power Draw: 19W

Qwen3.6 27B OptiQ

Quant 4bit

mlx-community/Qwen3.6-27B-OptiQ-4bit

Intelligence: 72%
Task Time: 19m 02s
Intelligence / Joule: 3.41
Disk Size: 19.7GB
Power Draw: 18W

unsloth/Qwen3.6-27B-UD-MLX-4bit

Quant 4bit

Intelligence: 71%
Task Time: 35m 51s
Intelligence / Joule: 1.91
Disk Size: 26.2GB
Power Draw: 17W

Qwen3.6 35B A3B14

Quant UD-Q4_K_M

Intelligence: 69%
Task Time: 7m 45s
Intelligence / Joule: 7.64
Disk Size: 22.1GB
Power Draw: 19W

Quant UD-Q4_K_S

Intelligence: 69%
Task Time: 7m 38s
Intelligence / Joule: 5.91
Disk Size: 20.9GB
Power Draw: 25W

Quant iq4xs

Intelligence: 68%
Task Time: 9m 12s
Intelligence / Joule: 4.84
Disk Size: 17.7GB
Power Draw: 26W

Quant UD-Q3_K_S

Intelligence: 67%
Task Time: 7m 52s
Intelligence / Joule: 5.59
Disk Size: 15.4GB
Power Draw: 25W

Quant MXFP4_MOE

Intelligence: 67%
Task Time: 7m 55s
Intelligence / Joule: 5.45
Disk Size: 21.7GB
Power Draw: 26W

Quant q4kxl

Intelligence: 67%
Task Time: 7m 18s
Intelligence / Joule: 7.82
Disk Size: 22.4GB
Power Draw: 19W

Quant q3km

Intelligence: 66%
Task Time: 7m 17s
Intelligence / Joule: 7.83
Disk Size: 16.6GB
Power Draw: 19W

Quant UD-Q3_K_XL

Intelligence: 66%
Task Time: 7m 21s
Intelligence / Joule: 7.87
Disk Size: 16.8GB
Power Draw: 19W

Quant iq3xxs

Intelligence: 66%
Task Time: 9m 35s
Intelligence / Joule: 6.47
Disk Size: 13.2GB
Power Draw: 18W

Quant UD-Q2_K_XL

Intelligence: 64%
Task Time: 9m 28s
Intelligence / Joule: 5.89
Disk Size: 12.3GB
Power Draw: 19W

unsloth/Qwen3.6-35B-A3B-UD-MLX-4bit

Quant 4bit

Intelligence: 64%
Task Time: 10m 47s
Intelligence / Joule: 7.75
Disk Size: 21.6GB
Power Draw: 13W

Quant UD-IQ3_S

Intelligence: 64%
Task Time: 8m 43s
Intelligence / Joule: 6.50
Disk Size: 13.7GB
Power Draw: 19W

Quant UD-IQ2_M

Intelligence: 61%
Task Time: 8m 45s
Intelligence / Joule: 4.50
Disk Size: 11.5GB
Power Draw: 26W

Quant iq2xxs

deepreinforce-ai/Ornith-1.0-35B-GGUF

Intelligence: 61%
Task Time: 9m 05s
Intelligence / Joule: 6.02
Disk Size: 10.8GB
Power Draw: 18W

Ornith 1.0 35B1

Ornith 1.0 35B

Quant Q4_K_M

Intelligence: 67%
Task Time: 4m 21s
Intelligence / Joule: 10.28
Disk Size: 21.2GB
Power Draw: 25W

Gemma 4 31B It2

unsloth/gemma-4-31B-it-GGUF

Quant Q4_K_M

Intelligence: 59%
Task Time: 11m 23s
Intelligence / Joule: 4.22
Disk Size: 18.3GB
Power Draw: 21W

mlx-community/gemma-4-31b-it-4bit

Quant 4bit

Intelligence: 55%
Task Time: 12m 12s
Intelligence / Joule: 3.59
Disk Size: 18.4GB
Power Draw: 21W

Agents A12

InternScience/Agents-A1-Q4_K_M-GGUF

Quant q4km

Intelligence: 57%
Task Time: 5m 41s
Intelligence / Joule: 9.00
Disk Size: 21.2GB
Power Draw: 19W

mlx-community/Agents-A1-8bit

Quant 8bit

Intelligence: 43%
Task Time: 8m 15s
Intelligence / Joule: 5.18
Disk Size: 37.7GB
Power Draw: 17W

Holo 3.1 35B A3B1

Holo 3.1 35B A3B

Quant q4_k_m

Hcompany/Holo-3.1-35B-A3B-GGUF

Intelligence: 52%
Task Time: 3m 47s
Intelligence / Joule: 9.09
Disk Size: 21.3GB
Power Draw: 25W

Gemma 4 12B It1

Gemma 4 12B It

Quant q4km

unsloth/gemma-4-12b-it-GGUF

Intelligence: 52%
Task Time: 7m 38s
Intelligence / Joule: 5.56
Disk Size: 7.1GB
Power Draw: 20W

Laguna XS 2.11

Laguna XS 2.1

Quant Q4_K_M

poolside/Laguna-XS-2.1-GGUF

Intelligence: 52%
Task Time: 10m 11s
Intelligence / Joule: 3.33
Disk Size: 20.3GB
Power Draw: 25W

Qwen3.5 9B Base2

Quant Q4_K_M

unsloth/Qwen3.5-9B-GGUF

Intelligence: 51%
Task Time: 9m 47s
Intelligence / Joule: 4.73
Disk Size: 5.7GB
Power Draw: 18W

mlx-community/Qwen3.5-9B-MLX-4bit

Quant 4bit

Intelligence: 41%
Task Time: 10m 43s
Intelligence / Joule: 3.75
Disk Size: 6.0GB
Power Draw: 17W

Gpt Oss 20B1

Gpt Oss 20B

Quant mxfp4-q8

mlx-community/gpt-oss-20b-MXFP4-Q8

Intelligence: 48%
Task Time: 8m 01s
Intelligence / Joule: 4.85
Disk Size: 12.1GB
Power Draw: 21W

Gemma 4 26B A4B1

Gemma 4 26B A4B It

Quant 4bit

mlx-community/gemma-4-26B-A4B-it-4bit

Intelligence: 47%
Task Time: 4m 10s
Intelligence / Joule: 15.74
Disk Size: 15.3GB
Power Draw: 12W

Gemma 4 E4B It1

Gemma 4 E4B It

Quant Q4_K_M

unsloth/gemma-4-E4B-it-GGUF

Intelligence: 29%
Task Time: 1m 15s
Intelligence / Joule: 21.32
Disk Size: 5.0GB
Power Draw: 18W

Gemma 4 E2B It2

unsloth/gemma-4-E2B-it-GGUF

Quant UD-Q8_K_XL

Intelligence: 21%
Task Time: 56s
Intelligence / Joule: 23.71
Disk Size: 5.3GB
Power Draw: 16W

unsloth/gemma-4-E2B-it-GGUF

Quant UD-Q4_K_XL

Intelligence: 18%
Task Time: 39s
Intelligence / Joule: 29.43
Disk Size: 3.2GB
Power Draw: 16W

LFM2.5 8B A1B2

LFM2.5 8B A1B

Quant Q8_0

LiquidAI/LFM2.5-8B-A1B-GGUF

Intelligence: 13%
Task Time: 28s
Intelligence / Joule: 41.56
Disk Size: 9.0GB
Power Draw: 11W

LFM2.5 8B A1B

Quant 4bit

LiquidAI/LFM2.5-8B-A1B-MLX-4bit

Intelligence: 9%
Task Time: 26s
Intelligence / Joule: 41.16
Disk Size: 4.8GB
Power Draw: 9W

Qwen3.6 27B3 variations—73%3.4119m 02s17GB17W

unsloth/Qwen3.6-27B-MTP-GGUFQ4_K_M73%2.5125m 38s17GB19W

Qwen3.6 27B OptiQ

mlx-community/Qwen3.6-27B-OptiQ-4bit4bit72%3.4119m 02s20GB18W

unsloth/Qwen3.6-27B-UD-MLX-4bit4bit71%1.9135m 51s26GB17W

Qwen3.6 35B A3B14 variations—69%7.877m 17s11GB13W

unsloth/Qwen3.6-35B-A3B-GGUFUD-Q4_K_M69%7.647m 45s22GB19W

unsloth/Qwen3.6-35B-A3B-GGUFUD-Q4_K_S69%5.917m 38s21GB25W

unsloth/Qwen3.6-35B-A3B-GGUFiq4xs68%4.849m 12s18GB26W

unsloth/Qwen3.6-35B-A3B-GGUFUD-Q3_K_S67%5.597m 52s15GB25W

unsloth/Qwen3.6-35B-A3B-GGUFMXFP4_MOE67%5.457m 55s22GB26W

unsloth/Qwen3.6-35B-A3B-GGUFq4kxl67%7.827m 18s22GB19W

unsloth/Qwen3.6-35B-A3B-GGUFq3km66%7.837m 17s17GB19W

unsloth/Qwen3.6-35B-A3B-GGUFUD-Q3_K_XL66%7.877m 21s17GB19W

unsloth/Qwen3.6-35B-A3B-GGUFiq3xxs66%6.479m 35s13GB18W

unsloth/Qwen3.6-35B-A3B-GGUFUD-Q2_K_XL64%5.899m 28s12GB19W

unsloth/Qwen3.6-35B-A3B-UD-MLX-4bit4bit64%7.7510m 47s22GB13W

unsloth/Qwen3.6-35B-A3B-GGUFUD-IQ3_S64%6.508m 43s14GB19W

unsloth/Qwen3.6-35B-A3B-GGUFUD-IQ2_M61%4.508m 45s12GB26W

unsloth/Qwen3.6-35B-A3B-GGUFiq2xxs61%6.029m 05s11GB18W

Ornith 1.0 35B1 variationQ4_K_M67%10.284m 21s21GB25W

Ornith 1.0 35B

deepreinforce-ai/Ornith-1.0-35B-GGUFQ4_K_M67%10.284m 21s21GB25W

Gemma 4 31B It2 variations—59%4.2211m 23s18GB21W

unsloth/gemma-4-31B-it-GGUFQ4_K_M59%4.2211m 23s18GB21W

mlx-community/gemma-4-31b-it-4bit4bit55%3.5912m 12s18GB21W

Agents A12 variations—57%9.005m 41s21GB17W

InternScience/Agents-A1-Q4_K_M-GGUFq4km57%9.005m 41s21GB19W

mlx-community/Agents-A1-8bit8bit43%5.188m 15s38GB17W

Holo 3.1 35B A3B1 variationq4_k_m52%9.093m 47s21GB25W

Holo 3.1 35B A3B

Hcompany/Holo-3.1-35B-A3B-GGUFq4_k_m52%9.093m 47s21GB25W

Gemma 4 12B It1 variationq4km52%5.567m 38s7.1GB20W

Gemma 4 12B It

unsloth/gemma-4-12b-it-GGUFq4km52%5.567m 38s7.1GB20W

Laguna XS 2.11 variationQ4_K_M52%3.3310m 11s20GB25W

Laguna XS 2.1

poolside/Laguna-XS-2.1-GGUFQ4_K_M52%3.3310m 11s20GB25W

Qwen3.5 9B Base2 variations—51%4.739m 47s5.7GB17W

unsloth/Qwen3.5-9B-GGUFQ4_K_M51%4.739m 47s5.7GB18W

mlx-community/Qwen3.5-9B-MLX-4bit4bit41%3.7510m 43s6.0GB17W

Gpt Oss 20B1 variationmxfp4-q848%4.858m 01s12GB21W

Gpt Oss 20B

mlx-community/gpt-oss-20b-MXFP4-Q8mxfp4-q848%4.858m 01s12GB21W

Gemma 4 26B A4B1 variation4bit47%15.744m 10s15GB12W

Gemma 4 26B A4B It

mlx-community/gemma-4-26B-A4B-it-4bit4bit47%15.744m 10s15GB12W

Gemma 4 E4B It1 variationQ4_K_M29%21.321m 15s5.0GB18W

Gemma 4 E4B It

unsloth/gemma-4-E4B-it-GGUFQ4_K_M29%21.321m 15s5.0GB18W

Gemma 4 E2B It2 variations—21%29.4339s3.2GB16W

unsloth/gemma-4-E2B-it-GGUFUD-Q8_K_XL21%23.7156s5.3GB16W