MODELDOCK / LOCAL ECONOMICS
Best in Speed
A combined local-hardware speed ranking for Qwen3.8 27B: 90% Reading and 10% Writing, weighted by the actual time each portion takes.
Hardware × model dataset
SORTED BYWEIGHTED SPEEDHigher is better
HARDWARE CONFIGURATIONREADING / PREFILL tok/sWRITING / DECODE single stream · tok/sWEIGHTED SPEED 90% reading / 10% writing · tok/s
01GPU cardDedicatedOfficial spec
card$18,000rig $19,200
7,756
109.3
969.6
02GPU cardDedicatedReported spec
card$8,000rig $9,200
6,288
112.5
969
03GPU cardDedicatedDerived spec
card$7,250rig $8,450
3,571.4
111.8
872.3
04Dual GPUDedicatedDerived spec
card$2,471rig $3,671
2,238.2
97
698
05GPU cardDedicatedDerived spec
card$3,199rig $4,399
2,692.3
65.3
535.8
06StudioUnifiedOfficial spec
$10,799all-in-one
~1,075
~91
516.5
07StudioUnifiedOfficial spec
$5,499all-in-one
~1,075
~91
516.5
08GPU cardDedicatedDerived spec
card$1,900rig $3,100
1,458.3
69.8
487.6
09Dual GPUDedicatedDerived spec
card$2,080rig $3,280
~1,700
~58
443.7
10Dual GPUDedicatedDerived spec
card$1,760rig $2,960
723
65.8
361.7
11LaptopUnifiedOfficial spec
$6,699all-in-one
745
59.2
345.2
12StudioUnifiedOfficial spec
$5,399all-in-one
~745
~59.2
345.2
13StudioUnifiedOfficial spec
$3,799all-in-one
~745
~59.2
345.2
14AI boxUnifiedOfficial spec
$5,100all-in-one
1,225.5
44
332.7
15GPU cardDedicatedOfficial spec
card$1,200rig $2,400
877.8
47.2
318.1
16GPU cardDedicatedDerived spec
card$1,399rig $2,599
705
53.2
316.6
17Mini PCUnifiedOfficial spec
$2,899all-in-one
1,482.8
36.8
300.6
18StudioUnifiedOfficial spec
$9,499all-in-one
462.5
44.3
237.8
19GPU cardDedicatedOfficial spec
card$1,300rig $2,500
424.8
46.3
233.6
20GPU cardDedicatedOfficial spec
card$1,700rig $2,900
563.8
35.2
225.2
21StudioUnifiedOfficial spec
$3,499all-in-one
~274
~53.3
193.8
22Dual GPUDedicatedDerived spec
card$1,500rig $2,700
282.1
38.3
172.4
23Mini PCUnifiedDerived spec
$3,500all-in-one
300
24.2
140.2
24Mini PCUnifiedOfficial spec
$2,299all-in-one
209.4
14
87.4
WHAT IS INCLUDED
Hardware configurations that fit the ordinary Qwen3.8 27B path and disclose reading, writing, power, and acquisition inputs.
WHY THIS FORMULA
It adds time, not rates: a slow write phase cannot disappear behind a fast prefill rate.
EVIDENCE
Open the Benchmark workbench to inspect source medians, conditions, economics assumptions, and price references.
