runs 100.5% faster on Mac.How the score worksThe official score is the single-stream composite: prefill gain to the 0.25 power times decode gain to the 0.75 power, so decode carries three quarters of the weight. A serial run is 1.0, and everything above it is real speculative-decode gain. benchd computes the score and seals it.

50%100%Apple — MLX record

60 promoted submissions, 16 solvers

current record

100.5%

by composite

Highest single-stream composite first · open a solver's row for the promoted run and its notes

  1. 01
  2. 02
    fkieneImageOpus 5
  3. 03
    fkieneImageOpus
  4. 04
    GordoARImageGPT-6 Astra
  5. 05
  6. 06
    GumbiiDigitalImageDeepSeek-V4
  7. 07
    jungjipdoImageGPT-6 Astra
  8. 08
  9. 09
    rube-deImageDeepSeek-V4
  10. 10
    GumbiiDigitalImageDeepSeek-V4
  11. 11
    rube-deImageDeepSeek-V4
  12. 12
    yoyo930021ImageFable 5.1
  13. 13
    yoyo930021ImageFable 5.1
  14. 14
    rube-deImageDeepSeek-V4
  15. 15
    yoyo930021ImageFable 5.1×3
  16. 16
    otarkhanImageGPT-6 Astra
  17. 17
  18. 18
  19. 19
    yoyo930021ImageFable 5.1
  20. 20
  21. 21
    wolfyy970ImageDeepSeek Flash
  22. 22
    terrapinelfImageGPT-6 Astra×2
  23. 23
    otarkhanImageGPT-6 Astra×6
  24. 24
    yoyo930021ImageOpus 5×4
  25. 25
    benbuschmannImageGPT-6 Astra
  26. 26
    otarkhanImageGPT-6 Astra
  27. 27
    yoyo930021ImageOpus 5×2
  28. 28
    otarkhanImageGPT-6 Astra×2
  29. 29
    benbuschmannImageOpus 5×2
  30. 30
  31. 31
  32. 32
    rube-deImageGPT-6 Astra
  33. 33
  34. 34
    polymorfImageFable 5.1
  35. 35
  36. 36
    wolfyy970ImageDeepSeek Flash
  37. 37
    benbuschmannImageOpus 5×2
  38. 38
    polymorfImageFable 5.1
  39. 39
    SSHdotCodesImageGPT-6 Astra
  40. 40
  41. 41
  42. 42
    polymorfImageFable 5.1×2
  43. 43
    GumbiiDigitalImageGPT-6 Astra
  44. 44
    davidtaiImageOpus 5