engine,kind,target_tokens,input_tokens,computed_prompt_tokens,prefill_tok_s,decode_tok_s,decode_min,decode_max,draft_accept_rate,case,output_tokens,api_tail_tok_s,api_ttft_s,api_e2e_s
llama.cpp IQ4_XS + MTP2,ladder,0,11,11,,55.88150927286242,55.858028238441875,56.01341271725382,0.956,,,,,
llama.cpp IQ4_XS + MTP2,ladder,8000,7887,7887,963.4923500881888,56.2957402889848,56.18433455898418,56.399703740655305,0.997,,,,,
llama.cpp IQ4_XS + MTP2,ladder,16000,16050,8679,762.8448249341883,53.81374336209631,53.710861368449514,54.81682401308318,0.997,,,,,
llama.cpp IQ4_XS + MTP2,ladder,32000,32460,16926,573.9593561767077,47.88810577375243,47.81638050389754,48.69840473483036,0.987,,,,,
llama.cpp IQ4_XS + MTP2,pp0,512,512,,876.7603704312565,,,,,,,,,
llama.cpp IQ4_XS + MTP2,pp0,2048,1978,,972.094785630493,,,,,,,,,
llama.cpp IQ4_XS + MTP2,pp0,8192,8077,,828.1915289039048,,,,,,,,,
llama.cpp IQ4_XS + MTP2,real,,73,,,47.14622596623811,45.77665847039224,49.561146177769174,0.645,design,1200,,,
llama.cpp IQ4_XS + MTP2,real,,58,,,41.01724126724461,40.6952265245988,44.813257847225664,0.521,review,1200,,,
llama.cpp IQ4_XS + MTP2,real,,61,,,45.565598862129335,44.9065638227703,46.25502676214002,0.622,qa,1200,,,
GGZ14 MXFP4 + DFlash2-7,ladder,0,11,11.0,,47.82176754719164,47.8139548482826,47.82342905471188,0.09723889555822329,ladder-0,1000,47.82225504634838,0.043322253972291946,20.933246277971193
GGZ14 MXFP4 + DFlash2-7,ladder,8000,7887,7887.0,3362.740783458321,216.71825269167465,216.64093420022724,216.71888967812117,0.9965986394557823,ladder-8000,1000,216.8892398744369,2.3533540298230946,6.960947191808373
GGZ14 MXFP4 + DFlash2-7,ladder,16000,16050,9890.0,3167.6549734837363,213.80803480499495,213.8009294372368,213.87242989304102,0.9965986394557823,ladder-16000,1000,214.27567499889523,3.136147879064083,7.800507094012573
GGZ14 MXFP4 + DFlash2-7,ladder,32000,32460,17500.0,2894.887315443021,192.48322372036446,174.60583404262042,192.48859705302118,0.9086134453781513,ladder-32000,1000,193.06936366006403,6.070800324901938,11.243048965930939
GGZ14 MXFP4 + DFlash2-7,pp0,512,512,512.0,2952.7207294276886,198.25578527751608,198.1609324741391,198.31710237818328,0.9365079365079365,pp512,64,198.41704214014746,0.17672426998615265,0.49432825087569654
GGZ14 MXFP4 + DFlash2-7,pp0,2048,1978,1978.0,3121.0870431272087,191.26944897628422,191.1481825351695,191.43350326099483,0.9365079365079365,pp2048,64,192.05989866506567,0.638121159048751,0.9666030909866095
GGZ14 MXFP4 + DFlash2-7,pp0,8192,8077,8077.0,3345.3259811159983,121.94876919899711,121.94285513525067,121.96437588108253,0.5,pp8192,64,122.97040038545589,2.422477585962042,2.9349016379565
GGZ14 MXFP4 + DFlash2-7,real,,73,73.0,859.4747273717237,115.4460927438247,113.09719122288278,140.28281554922978,0.4431984397854705,real-design,1200,115.44592065936577,0.08754590898752213,10.473471021046862
GGZ14 MXFP4 + DFlash2-7,real,,58,58.0,1139.6624495876465,68.03603338903416,66.04682424592336,68.19481406909168,0.20276497695852536,real-review,1200,68.03635591112902,0.05375650501810014,17.676777123007923
GGZ14 MXFP4 + DFlash2-7,real,,61,61.0,1194.3088653712255,89.36608597875215,88.64324746995352,94.30329820507566,0.31216931216931215,real-qa,1200,89.3678924577195,0.0538298359606415,13.47035250486806