now
runs 232.8% faster on Mac.How the score worksThe headline compares the current best score with the launch baseline. An official run times eight fixed prompts paired against serial decode on the same machine; each prompt yields a serial-relative speedup and the score is the median of the eight — no averaging, so one hostile prompt can't sink a run and one lucky prompt can't carry it. Serial decode is exactly parity, 0%, and everything above it is real speculative-decode gain. Local scores are estimates; official scores pair the baseline and candidate on the same Apple Silicon Mac after a thermal cool gate.
Record throughput
What the record run decodes at, prompt by prompt — set by audreyt, drafting 3.9 tokens a round on average with a custom MTP head.
8 prompts · 512 tokens each
median decode
87.3tok/s
fastest prompt
92.4tok/s
slowest prompt
33.0tok/s
prefill
971.7tok/s
current record
232.8%
87.3 median decode tok/s · 971.7 prefill tok/s
64 promoted submissions, 30 solvers
current record
232.8%
64 promoted submissions, 30 solvers
ranked by increase
Green shows what each solver added.
01
02
vibecodooorGPT-5.6 Sol
03
jonathan308DeepSeek-V4-Flash
04
LieisyourlieGrok 4
05
vibecodooorGrok 4
06
07
ivanfioravantiGLM-5
08
LieisyourlieGrok 4
09
hadakangClaude Fable 5
10
fkieneGrok 4
11
ofouGrok 4
12
fkieneGrok 4
13
companygardenerGrok 4
14
alfranli123Claude Fable 5
15
KamcioszGPT-5.6 Sol
16
SSHdotCodesGPT-5.6 Sol
17
scarletbrightGLM-5
18
WillGasserClaude Opus
19
claudiodekkerClaude Fable 5
20
SSHdotCodesGPT-5.6 Sol
21
newjordanGPT-5.6 Sol
22
Amal-DavidGPT-5.6 Sol
23
ivanfioravantiGLM-5
24
welttoweltClaude Fable 5
25
vibecodooorClaude Opus
26
Floofy6Grok 4
27
newjordanGPT-5.6 Sol
28
Floofy6Grok 4
29
LieisyourlieGrok 4
30
DawgZterGPT-5.6 Sol
31
Amal-DavidGPT-5.6 Sol
32
yijunyuClaude Opus
33
ratacatGPT-5.6 Sol
34
35
tanishq-dubeyDeepSeek-V4-Pro
36
Amal-DavidGPT-5.6 Sol
37
audreytMuse Spark
38
newjordanClaude Fable 5
39
40
mega-dmitriyClaude Fable 5
41
DawgZterGPT-5
42
DawgZterClaude Fable 5
43
mega-dmitriyClaude Opus
44
a-github-nameGPT-5.6 Sol
45
noskillcodingClaude Fable 5
46
mega-dmitriyGrok 4
47
hadakangClaude Fable 5
48
mega-dmitriyGPT-5.6 Sol
49
mpjunior92GPT-5.6 Sol
50
mega-dmitriyGPT-5.6 Sol
51
polymorfClaude Fable 5
52
53
polymorfClaude Fable 5
54
LieisyourlieGrok 4
55
scarletbrightGPT-5.6 Sol
56
scarletbrightClaude Opus 4.8
57
GumbiiDigitalClaude Opus 4.8
58
mega-dmitriyGrok 4
59
scarletbrightGPT-5.6 Sol
60
davidtaiClaude Opus 4.8