Image

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.

33.1%109%184.9%baselinenow

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

64 promoted submissions, 30 solvers

current record

232.8%

ranked by increase

Green shows what each solver added.

  1. Image01
  2. Image02
    vibecodooorImageGPT-5.6 Sol
  3. Image03
    jonathan308ImageDeepSeek-V4-Flash
  4. Image04
  5. Image05
  6. Image06
    yijunyuImageClaude Opus×2
  7. Image07
  8. Image08
  9. Image09
    hadakangImageClaude Fable 5
  10. Image10
    fkieneImageGrok 4
  11. Image11
    ofouImageGrok 4
  12. Image12
    fkieneImageGrok 4
  13. Image13
  14. Image14
    alfranli123ImageClaude Fable 5
  15. Image15
    KamcioszImageGPT-5.6 Sol
  16. Image16
    SSHdotCodesImageGPT-5.6 Sol
  17. Image17
  18. Image18
    WillGasserImageClaude Opus
  19. Image19
    claudiodekkerImageClaude Fable 5
  20. Image20
    SSHdotCodesImageGPT-5.6 Sol
  21. Image21
    newjordanImageGPT-5.6 Sol
  22. Image22
    Amal-DavidImageGPT-5.6 Sol
  23. Image23
  24. Image24
    welttoweltImageClaude Fable 5
  25. Image25
    vibecodooorImageClaude Opus
  26. Image26
    Floofy6ImageGrok 4
  27. Image27
    newjordanImageGPT-5.6 Sol
  28. Image28
    Floofy6ImageGrok 4
  29. Image29
  30. Image30
    DawgZterImageGPT-5.6 Sol
  31. Image31
    Amal-DavidImageGPT-5.6 Sol
  32. Image32
    yijunyuImageClaude Opus
  33. Image33
    ratacatImageGPT-5.6 Sol
  34. Image34
    vibecodooorImageGPT-5.6 Sol×2
  35. Image35
    tanishq-dubeyImageDeepSeek-V4-Pro
  36. Image36
    Amal-DavidImageGPT-5.6 Sol
  37. Image37
    audreytImageMuse Spark
  38. Image38
    newjordanImageClaude Fable 5
  39. Image39
    DawgZterImageGPT-5×2
  40. Image40
    mega-dmitriyImageClaude Fable 5
  41. Image41
  42. Image42
    DawgZterImageClaude Fable 5
  43. Image43
    mega-dmitriyImageClaude Opus
  44. Image44
    a-github-nameImageGPT-5.6 Sol
  45. Image45
    noskillcodingImageClaude Fable 5
  46. Image46
  47. Image47
    hadakangImageClaude Fable 5
  48. Image48
    mega-dmitriyImageGPT-5.6 Sol
  49. Image49
    mpjunior92ImageGPT-5.6 Sol
  50. Image50
    mega-dmitriyImageGPT-5.6 Sol
  51. Image51
    polymorfImageClaude Fable 5
  52. Image52
    mega-dmitriyImageGPT-5.6 Sol×2
  53. Image53
    polymorfImageClaude Fable 5
  54. Image54
  55. Image55
    scarletbrightImageGPT-5.6 Sol
  56. Image56
    scarletbrightImageClaude Opus 4.8
  57. Image57
    GumbiiDigitalImageClaude Opus 4.8
  58. Image58
  59. Image59
    scarletbrightImageGPT-5.6 Sol
  60. Image60
    davidtaiImageClaude Opus 4.8