M5 Pro

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

Quant Q4_K_M

Intelligence: 73%
Task Time: 17m 44s
Intelligence / Joule: 2.94
Disk Size: 17.1GB
Power Draw: 23W

Qwen3.6 27B OptiQ

Quant 4bit

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

Intelligence: 72%
Task Time: 14m 08s
Intelligence / Joule: 3.92
Disk Size: 19.7GB
Power Draw: 22W

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

Quant 4bit

Intelligence: 71%
Task Time: 27m 33s
Intelligence / Joule: 2.37
Disk Size: 26.2GB
Power Draw: 18W

Qwen3.6 35B A3B14

Quant UD-Q4_K_M

Intelligence: 69%
Task Time: 6m 17s
Intelligence / Joule: 8.26
Disk Size: 22.1GB
Power Draw: 22W

Quant UD-Q4_K_S

Intelligence: 69%
Task Time: 5m 49s
Intelligence / Joule: 8.65
Disk Size: 20.9GB
Power Draw: 23W

Quant iq4xs

Intelligence: 68%
Task Time: 7m 13s
Intelligence / Joule: 7.05
Disk Size: 17.7GB
Power Draw: 22W

Quant UD-Q3_K_S

Intelligence: 67%
Task Time: 6m 14s
Intelligence / Joule: 7.97
Disk Size: 15.4GB
Power Draw: 22W

Quant MXFP4_MOE

Intelligence: 67%
Task Time: 6m 38s
Intelligence / Joule: 7.94
Disk Size: 21.7GB
Power Draw: 21W

Quant q4kxl

Intelligence: 67%
Task Time: 5m 48s
Intelligence / Joule: 8.72
Disk Size: 22.4GB
Power Draw: 22W

Quant q3km

Intelligence: 66%
Task Time: 5m 53s
Intelligence / Joule: 8.68
Disk Size: 16.6GB
Power Draw: 22W

Quant UD-Q3_K_XL

Intelligence: 66%
Task Time: 5m 49s
Intelligence / Joule: 8.50
Disk Size: 16.8GB
Power Draw: 22W

Quant iq3xxs

Intelligence: 66%
Task Time: 7m 31s
Intelligence / Joule: 6.53
Disk Size: 13.2GB
Power Draw: 22W

Quant UD-Q2_K_XL

Intelligence: 64%
Task Time: 7m 05s
Intelligence / Joule: 6.78
Disk Size: 12.3GB
Power Draw: 22W

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

Quant 4bit

Intelligence: 64%
Task Time: 8m 08s
Intelligence / Joule: 6.55
Disk Size: 21.6GB
Power Draw: 20W

Quant UD-IQ3_S

Intelligence: 64%
Task Time: 6m 42s
Intelligence / Joule: 7.06
Disk Size: 13.7GB
Power Draw: 22W

Quant UD-IQ2_M

Intelligence: 61%
Task Time: 6m 42s
Intelligence / Joule: 6.51
Disk Size: 11.5GB
Power Draw: 23W

Quant iq2xxs

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

Intelligence: 61%
Task Time: 6m 34s
Intelligence / Joule: 6.42
Disk Size: 10.8GB
Power Draw: 24W

Ornith 1.0 35B1

Ornith 1.0 35B

Quant Q4_K_M

Intelligence: 67%
Task Time: 3m 44s
Intelligence / Joule: 14.18
Disk Size: 21.2GB
Power Draw: 21W

Gemma 4 31B It2

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

Quant Q4_K_M

Intelligence: 59%
Task Time: 9m 09s
Intelligence / Joule: 4.25
Disk Size: 18.3GB
Power Draw: 25W

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

Quant 4bit

Intelligence: 55%
Task Time: 9m 47s
Intelligence / Joule: 4.51
Disk Size: 18.4GB
Power Draw: 21W

Agents A12

InternScience/Agents-A1-Q4_K_M-GGUF

Quant q4km

Intelligence: 57%
Task Time: 4m 32s
Intelligence / Joule: 9.62
Disk Size: 21.2GB
Power Draw: 22W

mlx-community/Agents-A1-8bit

Quant 8bit

Intelligence: 43%
Task Time: 6m 23s
Intelligence / Joule: 6.75
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 14s
Intelligence / Joule: 12.26
Disk Size: 21.3GB
Power Draw: 22W

Gemma 4 12B It1

Gemma 4 12B It

Quant q4km

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

Intelligence: 52%
Task Time: 5m 50s
Intelligence / Joule: 7.27
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: 8m 41s
Intelligence / Joule: 4.35
Disk Size: 20.3GB
Power Draw: 23W

Qwen3.5 9B Base2

Quant Q4_K_M

unsloth/Qwen3.5-9B-GGUF

Intelligence: 51%
Task Time: 7m 16s
Intelligence / Joule: 5.86
Disk Size: 5.7GB
Power Draw: 20W

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

Quant 4bit

Intelligence: 41%
Task Time: 7m 38s
Intelligence / Joule: 4.26
Disk Size: 6.0GB
Power Draw: 21W

Gpt Oss 20B1

Gpt Oss 20B

Quant mxfp4-q8

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

Intelligence: 48%
Task Time: 4m 17s
Intelligence / Joule: 6.63
Disk Size: 12.1GB
Power Draw: 28W

Gemma 4 26B A4B1

Gemma 4 26B A4B It

Quant 4bit

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

Intelligence: 47%
Task Time: 3m 27s
Intelligence / Joule: 11.31
Disk Size: 15.3GB
Power Draw: 20W

Gemma 4 E4B It1

Gemma 4 E4B It

Quant Q4_K_M

unsloth/gemma-4-E4B-it-GGUF

Intelligence: 29%
Task Time: 55s
Intelligence / Joule: 27.42
Disk Size: 5.0GB
Power Draw: 19W

Gemma 4 E2B It2

unsloth/gemma-4-E2B-it-GGUF

Quant UD-Q8_K_XL

Intelligence: 21%
Task Time: 44s
Intelligence / Joule: 38.02
Disk Size: 5.3GB
Power Draw: 13W

unsloth/gemma-4-E2B-it-GGUF

Quant UD-Q4_K_XL

Intelligence: 18%
Task Time: 29s
Intelligence / Joule: 39.69
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: 22s
Intelligence / Joule: 51.35
Disk Size: 9.0GB
Power Draw: 11W

LFM2.5 8B A1B

Quant 4bit

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

Intelligence: 9%
Task Time: 20s
Intelligence / Joule: 42.96
Disk Size: 4.8GB
Power Draw: 11W

Qwen3.6 27B3 variations—73%3.9214m 08s17GB18W

unsloth/Qwen3.6-27B-MTP-GGUFQ4_K_M73%2.9417m 44s17GB23W

Qwen3.6 27B OptiQ

mlx-community/Qwen3.6-27B-OptiQ-4bit4bit72%3.9214m 08s20GB22W

unsloth/Qwen3.6-27B-UD-MLX-4bit4bit71%2.3727m 33s26GB18W

Qwen3.6 35B A3B14 variations—69%8.725m 48s11GB20W

unsloth/Qwen3.6-35B-A3B-GGUFUD-Q4_K_M69%8.266m 17s22GB22W

unsloth/Qwen3.6-35B-A3B-GGUFUD-Q4_K_S69%8.655m 49s21GB23W

unsloth/Qwen3.6-35B-A3B-GGUFiq4xs68%7.057m 13s18GB22W

unsloth/Qwen3.6-35B-A3B-GGUFUD-Q3_K_S67%7.976m 14s15GB22W

unsloth/Qwen3.6-35B-A3B-GGUFMXFP4_MOE67%7.946m 38s22GB21W

unsloth/Qwen3.6-35B-A3B-GGUFq4kxl67%8.725m 48s22GB22W

unsloth/Qwen3.6-35B-A3B-GGUFq3km66%8.685m 53s17GB22W

unsloth/Qwen3.6-35B-A3B-GGUFUD-Q3_K_XL66%8.505m 49s17GB22W

unsloth/Qwen3.6-35B-A3B-GGUFiq3xxs66%6.537m 31s13GB22W

unsloth/Qwen3.6-35B-A3B-GGUFUD-Q2_K_XL64%6.787m 05s12GB22W

unsloth/Qwen3.6-35B-A3B-UD-MLX-4bit4bit64%6.558m 08s22GB20W

unsloth/Qwen3.6-35B-A3B-GGUFUD-IQ3_S64%7.066m 42s14GB22W

unsloth/Qwen3.6-35B-A3B-GGUFUD-IQ2_M61%6.516m 42s12GB23W

unsloth/Qwen3.6-35B-A3B-GGUFiq2xxs61%6.426m 34s11GB24W

Ornith 1.0 35B1 variationQ4_K_M67%14.183m 44s21GB21W

Ornith 1.0 35B

deepreinforce-ai/Ornith-1.0-35B-GGUFQ4_K_M67%14.183m 44s21GB21W

Gemma 4 31B It2 variations—59%4.519m 09s18GB21W

unsloth/gemma-4-31B-it-GGUFQ4_K_M59%4.259m 09s18GB25W

mlx-community/gemma-4-31b-it-4bit4bit55%4.519m 47s18GB21W

Agents A12 variations—57%9.624m 32s21GB17W

InternScience/Agents-A1-Q4_K_M-GGUFq4km57%9.624m 32s21GB22W

mlx-community/Agents-A1-8bit8bit43%6.756m 23s38GB17W

Holo 3.1 35B A3B1 variationq4_k_m52%12.263m 14s21GB22W

Holo 3.1 35B A3B

Hcompany/Holo-3.1-35B-A3B-GGUFq4_k_m52%12.263m 14s21GB22W

Gemma 4 12B It1 variationq4km52%7.275m 50s7.1GB20W

Gemma 4 12B It

unsloth/gemma-4-12b-it-GGUFq4km52%7.275m 50s7.1GB20W

Laguna XS 2.11 variationQ4_K_M52%4.358m 41s20GB23W

Laguna XS 2.1

poolside/Laguna-XS-2.1-GGUFQ4_K_M52%4.358m 41s20GB23W

Qwen3.5 9B Base2 variations—51%5.867m 16s5.7GB20W

unsloth/Qwen3.5-9B-GGUFQ4_K_M51%5.867m 16s5.7GB20W

mlx-community/Qwen3.5-9B-MLX-4bit4bit41%4.267m 38s6.0GB21W

Gpt Oss 20B1 variationmxfp4-q848%6.634m 17s12GB28W

Gpt Oss 20B

mlx-community/gpt-oss-20b-MXFP4-Q8mxfp4-q848%6.634m 17s12GB28W

Gemma 4 26B A4B1 variation4bit47%11.313m 27s15GB20W

Gemma 4 26B A4B It

mlx-community/gemma-4-26B-A4B-it-4bit4bit47%11.313m 27s15GB20W

Gemma 4 E4B It1 variationQ4_K_M29%27.4255s5.0GB19W

Gemma 4 E4B It

unsloth/gemma-4-E4B-it-GGUFQ4_K_M29%27.4255s5.0GB19W

Gemma 4 E2B It2 variations—21%39.6929s3.2GB13W

unsloth/gemma-4-E2B-it-GGUFUD-Q8_K_XL21%38.0244s5.3GB13W