| model,quant,tier,n,svr_mcp,tsr,vram_gb,eta,pareto_optimal | |
| Llama-3.2-1B-Instruct,Q4_K_M,filesystem,12,0.25,0.25,1.3447265625,0.1859114015976761,False | |
| Llama-3.2-1B-Instruct,Q4_K_M,filesystem,12,0.25,0.25,1.3447265625,0.1859114015976761,False | |
| Llama-3.2-1B-Instruct,Q4_K_M,filesystem,13,0.3076923076923077,0.3076923076923077,1.3447265625,0.22881403273560139,False | |
| Llama-3.2-1B-Instruct,Q5_K_M,filesystem,12,0.16666666666666666,0.16666666666666666,1.4404296875,0.11570621468926554,False | |
| Llama-3.2-1B-Instruct,Q5_K_M,filesystem,12,0.25,0.25,1.4404296875,0.17355932203389832,False | |
| Llama-3.2-1B-Instruct,Q5_K_M,filesystem,13,0.23076923076923078,0.23076923076923078,1.4404296875,0.16020860495436767,False | |
| Llama-3.2-1B-Instruct,Q8_0,filesystem,12,0.0,0.0,1.8232421875,0.0,False | |
| Llama-3.2-1B-Instruct,Q8_0,filesystem,12,0.0,0.0,1.8232421875,0.0,False | |
| Llama-3.2-1B-Instruct,Q8_0,filesystem,13,0.0,0.0,1.8232421875,0.0,False | |
| Llama-3.2-1B-Instruct,fp16,filesystem,12,0.0,0.0,2.8955078125,0.0,False | |
| Llama-3.2-1B-Instruct,fp16,filesystem,12,0.0,0.0,2.8955078125,0.0,False | |
| Llama-3.2-1B-Instruct,fp16,filesystem,13,0.07692307692307693,0.0,2.8955078125,0.013283175509145156,False | |
| Llama-3.2-1B-Instruct,Q4_K_M,filesystem,12,0.25,0.25,1.3447265625,0.1859114015976761,False | |
| Llama-3.2-1B-Instruct,Q5_K_M,filesystem,12,0.25,0.25,1.4404296875,0.17355932203389832,False | |
| Llama-3.2-1B-Instruct,Q8_0,filesystem,12,0.0,0.0,1.8232421875,0.0,False | |
| Llama-3.2-1B-Instruct,fp16,filesystem,12,0.0,0.0,2.8955078125,0.0,False | |
| Llama-3.2-1B-Instruct,Q4_K_M,git,10,0.6,0.2,1.3291015625,0.30095518001469507,False | |
| Llama-3.2-1B-Instruct,Q4_K_M,git,10,0.6,0.2,1.3291015625,0.30095518001469507,False | |
| Llama-3.2-1B-Instruct,Q4_K_M,git,12,0.5833333333333334,0.25,1.3291015625,0.31349497918197405,False | |
| Llama-3.2-1B-Instruct,Q5_K_M,git,10,0.5,0.3,1.4248046875,0.2807402330363263,False | |
| Llama-3.2-1B-Instruct,Q5_K_M,git,10,0.6,0.2,1.4248046875,0.2807402330363263,False | |
| Llama-3.2-1B-Instruct,Q5_K_M,git,12,0.5833333333333334,0.16666666666666666,1.4248046875,0.26319396847155585,False | |
| Llama-3.2-1B-Instruct,Q8_0,git,10,0.4,0.2,1.8076171875,0.16596434359805512,False | |
| Llama-3.2-1B-Instruct,Q8_0,git,10,0.4,0.3,1.8076171875,0.1936250675310643,False | |
| Llama-3.2-1B-Instruct,Q8_0,git,12,0.4166666666666667,0.25,1.8076171875,0.18440482622006124,False | |
| Llama-3.2-1B-Instruct,fp16,git,10,0.4,0.2,2.8798828125,0.1041709053916582,False | |
| Llama-3.2-1B-Instruct,fp16,git,10,0.5,0.2,2.8798828125,0.12153272295693454,False | |
| Llama-3.2-1B-Instruct,fp16,git,12,0.4166666666666667,0.25,2.8798828125,0.11574545043517578,False | |
| Llama-3.2-1B-Instruct,Q4_K_M,sqlite,10,0.3,0.1,1.2802734375,0.15621662852784135,False | |
| Llama-3.2-1B-Instruct,Q4_K_M,sqlite,10,0.3,0.1,1.2802734375,0.15621662852784135,False | |
| Llama-3.2-1B-Instruct,Q4_K_M,sqlite,10,0.3,0.1,1.2802734375,0.15621662852784135,False | |
| Llama-3.2-1B-Instruct,Q5_K_M,sqlite,10,0.1,0.1,1.3759765625,0.07267565649396736,False | |
| Llama-3.2-1B-Instruct,Q5_K_M,sqlite,10,0.1,0.1,1.3759765625,0.07267565649396736,False | |
| Llama-3.2-1B-Instruct,Q5_K_M,sqlite,10,0.1,0.1,1.3759765625,0.07267565649396736,False | |
| Llama-3.2-1B-Instruct,Q8_0,sqlite,10,0.2,0.1,1.7568359375,0.08538076709282937,False | |
| Llama-3.2-1B-Instruct,Q8_0,sqlite,10,0.2,0.1,1.7568359375,0.08538076709282937,False | |
| Llama-3.2-1B-Instruct,Q8_0,sqlite,10,0.2,0.1,1.7568359375,0.08538076709282937,False | |
| Llama-3.2-1B-Instruct,fp16,sqlite,10,0.2,0.1,2.8310546875,0.052983787512935504,False | |
| Llama-3.2-1B-Instruct,fp16,sqlite,10,0.2,0.1,2.8310546875,0.052983787512935504,False | |
| Llama-3.2-1B-Instruct,fp16,sqlite,10,0.2,0.1,2.8310546875,0.052983787512935504,False | |
| Llama-3.2-1B-Instruct,Q4_K_M,memory,10,0.2,0.2,1.3134765625,0.15226765799256506,False | |
| Llama-3.2-1B-Instruct,Q5_K_M,memory,10,0.2,0.2,1.4091796875,0.14192654192654194,False | |
| Llama-3.2-1B-Instruct,Q8_0,memory,10,0.2,0.2,1.7919921875,0.11160762942779293,False | |
| Llama-3.2-1B-Instruct,fp16,memory,10,0.2,0.2,2.8642578125,0.06982611660415956,False | |
| Qwen3-0.6B,Q4_K_M,filesystem,12,0.9166666666666666,0.75,1.2470703125,0.6682328373792743,False | |
| Qwen3-0.6B,Q4_K_M,filesystem,12,0.8333333333333334,0.5833333333333334,1.2470703125,0.5679979117723832,False | |
| Qwen3-0.6B,Q4_K_M,filesystem,13,0.9230769230769231,0.7692307692307693,1.2470703125,0.6785133425697248,False | |
| Qwen3-0.6B,Q5_K_M,filesystem,12,0.8333333333333334,0.6666666666666666,1.2919921875,0.5804988662131519,False | |
| Qwen3-0.6B,Q5_K_M,filesystem,12,0.75,0.6666666666666666,1.2919921875,0.5482489292013101,False | |
| Qwen3-0.6B,Q5_K_M,filesystem,13,0.8461538461538461,0.7692307692307693,1.2919921875,0.6251526251526252,False | |
| Qwen3-0.6B,Q8_0,filesystem,12,0.8333333333333334,0.6666666666666666,1.4736328125,0.5089463220675944,False | |
| Qwen3-0.6B,Q8_0,filesystem,12,0.8333333333333334,0.6666666666666666,1.4736328125,0.5089463220675944,False | |
| Qwen3-0.6B,Q8_0,filesystem,13,0.8461538461538461,0.6923076923076923,1.4736328125,0.5219962277616352,False | |
| Qwen3-0.6B,fp16,filesystem,12,0.8333333333333334,0.5833333333333334,1.9951171875,0.35503344754446076,False | |
| Qwen3-0.6B,fp16,filesystem,12,0.8333333333333334,0.75,1.9951171875,0.3968020884320444,False | |
| Qwen3-0.6B,fp16,filesystem,13,0.8461538461538461,0.6923076923076923,1.9951171875,0.38555668511615643,False | |
| Qwen3-0.6B,Q4_K_M,git,10,1.0,0.9,1.2392578125,0.7665878644602049,False | |
| Qwen3-0.6B,Q4_K_M,git,10,0.9,0.8,1.2392578125,0.6858944050433413,False | |
| Qwen3-0.6B,Q4_K_M,git,12,1.0,0.9166666666666666,1.2392578125,0.7733123194116102,True | |
| Qwen3-0.6B,Q5_K_M,git,10,1.0,1.0,1.2841796875,0.7787072243346007,True | |
| Qwen3-0.6B,Q5_K_M,git,10,1.0,1.0,1.2841796875,0.7787072243346007,True | |
| Qwen3-0.6B,Q5_K_M,git,12,0.9166666666666666,0.8333333333333334,1.2841796875,0.6813688212927757,False | |
| Qwen3-0.6B,Q8_0,git,10,1.0,0.9,1.4658203125,0.6481012658227848,False | |
| Qwen3-0.6B,Q8_0,git,10,1.0,1.0,1.4638671875,0.6831220813875917,False | |
| Qwen3-0.6B,Q8_0,git,12,0.9166666666666666,0.9166666666666666,1.4638671875,0.626195241271959,False | |
| Qwen3-0.6B,fp16,git,10,1.0,1.0,1.9873046875,0.5031941031941032,False | |
| Qwen3-0.6B,fp16,git,10,1.0,1.0,1.9873046875,0.5031941031941032,False | |
| Qwen3-0.6B,fp16,git,12,0.9166666666666666,0.9166666666666666,1.9873046875,0.46126126126126127,False | |
| Qwen3-0.6B,Q4_K_M,sqlite,10,0.8,0.5,1.2197265625,0.5329063250600481,True | |
| Qwen3-0.6B,Q4_K_M,sqlite,10,0.8,0.5,1.2197265625,0.5329063250600481,True | |
| Qwen3-0.6B,Q4_K_M,sqlite,10,0.8,0.5,1.2197265625,0.5329063250600481,True | |
| Qwen3-0.6B,Q5_K_M,sqlite,10,0.4,0.4,1.2646484375,0.3162934362934363,False | |
| Qwen3-0.6B,Q5_K_M,sqlite,10,0.4,0.4,1.2646484375,0.3162934362934363,False | |
| Qwen3-0.6B,Q5_K_M,sqlite,10,0.4,0.4,1.2646484375,0.3162934362934363,False | |
| Qwen3-0.6B,Q8_0,sqlite,10,0.5,0.3,1.4443359375,0.27694388100067613,False | |
| Qwen3-0.6B,Q8_0,sqlite,10,0.5,0.3,1.4443359375,0.27694388100067613,False | |
| Qwen3-0.6B,Q8_0,sqlite,10,0.5,0.3,1.4443359375,0.27694388100067613,False | |
| Qwen3-0.6B,fp16,sqlite,10,0.5,0.4,1.9677734375,0.2286848635235732,False | |
| Qwen3-0.6B,fp16,sqlite,10,0.5,0.4,1.9677734375,0.2286848635235732,False | |
| Qwen3-0.6B,fp16,sqlite,10,0.5,0.4,1.9677734375,0.2286848635235732,False | |
| Qwen3-0.6B,Q4_K_M,memory,10,0.7,0.7,1.2314453125,0.5684377478191911,True | |
| Qwen3-0.6B,Q5_K_M,memory,10,0.8,0.7,1.2763671875,0.5876052027543994,False | |
| Qwen3-0.6B,Q8_0,memory,10,0.8,0.5,1.4580078125,0.44581379772270596,False | |
| Qwen3-0.6B,fp16,memory,10,0.8,0.5,1.9794921875,0.3283670448939319,False | |
| Qwen3-1.7B,Q4_K_M,filesystem,13,1.0,0.9230769230769231,1.9111328125,0.503124877166778,False | |
| Qwen3-1.7B,Q5_K_M,filesystem,13,1.0,0.9230769230769231,2.0498046875,0.4690878440282919,False | |
| Qwen3-1.7B,Q8_0,filesystem,13,1.0,0.9230769230769231,2.5869140625,0.3716932369254,False | |
| Qwen3-1.7B,Q4_K_M,git,12,1.0,1.0,1.9033203125,0.5253976398152899,False | |
| Qwen3-1.7B,Q5_K_M,git,12,1.0,0.9166666666666666,2.0419921875,0.46931292842340183,False | |
| Qwen3-1.7B,Q8_0,git,12,1.0,1.0,2.5791015625,0.387731919727376,False | |
| Qwen3-1.7B,Q4_K_M,sqlite,10,0.4,0.3,1.8837890625,0.18579574909279417,False | |
| Qwen3-1.7B,Q5_K_M,sqlite,10,0.7,0.5,2.0224609375,0.29666827619507485,False | |
| Qwen3-1.7B,Q8_0,sqlite,10,0.7,0.5,2.5576171875,0.23459335624284078,False | |
| Qwen3-1.7B,Q4_K_M,memory,10,0.8,0.6,1.8955078125,0.36929417825862954,False | |
| Qwen3-1.7B,Q5_K_M,memory,10,0.8,0.6,2.0341796875,0.3441190590494479,False | |
| Qwen3-1.7B,Q8_0,memory,10,0.9,0.7,2.5712890625,0.31112799088492216,False | |