shouldibuythat
← Home
Changelog · 50 changes

When the evidence changes, the verdict changes.

Verdicts aren’t frozen reviews. Every crawl re-weighs the ownership threads, and a tier only moves after two consecutive runs agree — then it lands here, with the evidence that moved it. No verdict is ever quietly rewritten.

  1. Oct 16, 2026
    Breville Bambino Plus Risky Buy Buy If

    Rule inputs at the change: 73% of owners recommending, a ~1 in 6 failure rate, 789 mentions across 129 threads.

  2. Oct 8, 2026
    Breville Barista Express Buy If Risky Buy

    Rule inputs at the change: 62% of owners recommending, a ~1 in 7 failure rate, 1480 mentions across 248 threads.

  3. Oct 4, 2026
    Breville Barista Express Risky Buy Buy If

    Rule inputs at the change: 62% of owners recommending, a ~1 in 7 failure rate, 1448 mentions across 243 threads.

  4. Oct 2, 2026
    Apple AirPods Pro 3 Stay Away Risky Buy

    Rule inputs at the change: 45% of owners recommending, a ~1 in 7 failure rate, 1885 mentions across 186 threads.

  5. Sep 25, 2026
    Sonos Ace Stay Away Risky Buy

    Rule inputs at the change: 45% of owners recommending, 1246 mentions across 78 threads.

  6. Sep 22, 2026
    Breville Bambino Plus Buy If Risky Buy

    Rule inputs at the change: 72% of owners recommending, a ~1 in 6 failure rate, 739 mentions across 119 threads.

  7. Sep 19, 2026
    Baratza Encore Risky Buy Buy If

    Rule inputs at the change: 66% of owners recommending, a ~1 in 4 failure rate, 2146 mentions across 311 threads.

  8. Sep 19, 2026
    Breville Barista Express Buy If Risky Buy

    Rule inputs at the change: 62% of owners recommending, a ~1 in 7 failure rate, 1371 mentions across 234 threads.

  9. Sep 13, 2026
    DF64 Single-Dose Grinder Risky Buy Buy If

    Rule inputs at the change: 72% of owners recommending, a ~1 in 6 failure rate, 1126 mentions across 203 threads.

  10. Sep 12, 2026
    Breville BambinoFirst verdict Buy If

    Rule inputs at the change: 73% of owners recommending, a ~1 in 8 failure rate, 794 mentions across 91 threads.

  11. Sep 12, 2026
    Baratza Encore ESPFirst verdict Stay Away

    Rule inputs at the change: 45% of owners recommending, a ~1 in 2 failure rate, 197 mentions across 43 threads.

  12. Sep 7, 2026
    Bose Noise Cancelling Headphones 700 Stay Away Risky Buy

    Rule inputs at the change: 46% of owners recommending, a ~1 in 6 failure rate, 657 mentions across 124 threads.

  13. Sep 6, 2026
    Bose QuietComfort 35 II Buy If Risky Buy

    Rule inputs at the change: 58% of owners recommending, a ~1 in 3 failure rate, 1622 mentions across 149 threads.

  14. Aug 28, 2026
    Bose QuietComfort Ultra Stay Away Risky Buy

    Rule inputs at the change: 47% of owners recommending, a ~1 in 3 failure rate, 1845 mentions across 216 threads.

  15. Aug 22, 2026
    BenQ HT3550 Risky Buy Stay Away

    Rule inputs at the change: 68% of owners recommending, a ~1 in 4 failure rate, 312 mentions across 114 threads.

  16. Aug 22, 2026
    Profitec GoFirst verdict Strong Buy

    Rule inputs at the change: 76% of owners recommending, a ~1 in 56 failure rate, 822 mentions across 58 threads.

  17. Aug 22, 2026
    1Zpresso ZP6 SpecialFirst verdict Buy If

    Rule inputs at the change: 78% of owners recommending, a ~1 in 22 failure rate, 1593 mentions across 121 threads.

  18. Aug 22, 2026
    Fellow OpusFirst verdict Stay Away

    Rule inputs at the change: 37% of owners recommending, a ~1 in 4 failure rate, 787 mentions across 111 threads.

  19. Aug 22, 2026
    Bose Noise Cancelling Headphones 700First verdict Stay Away

    Rule inputs at the change: 44% of owners recommending, a ~1 in 6 failure rate, 575 mentions across 100 threads.

  20. Aug 22, 2026
    Bowers & Wilkins Px8 S2First verdict Buy If

    Rule inputs at the change: 80% of owners recommending, 823 mentions across 113 threads.

  21. Aug 22, 2026
    Sonos AceFirst verdict Stay Away

    Rule inputs at the change: 44% of owners recommending, 973 mentions across 62 threads.

  22. Aug 22, 2026
    Sony WH-1000XM3First verdict Risky Buy

    Rule inputs at the change: 57% of owners recommending, a ~1 in 4 failure rate, 1219 mentions across 103 threads.

  23. Aug 22, 2026
    Sennheiser HDB 630First verdict Strong Buy

    Rule inputs at the change: 74% of owners recommending, 916 mentions across 122 threads.

  24. Aug 21, 2026
    Nebula Cosmos Laser 4KFirst verdict Buy If

    Rule inputs at the change: 71% of owners recommending, 60 mentions across 28 threads.

  25. Aug 18, 2026
    DF64 Single-Dose Grinder Buy If Risky Buy

    Rule inputs at the change: 73% of owners recommending, a ~1 in 6 failure rate, 970 mentions across 179 threads.

  26. Aug 17, 2026
    Sony WH-1000XM4 Stay Away Risky Buy

    Rule inputs at the change: 46% of owners recommending, a ~1 in 3 failure rate, 952 mentions across 128 threads.

  27. Aug 17, 2026
    Epson 5050UB Strong Buy Buy If

    Rule inputs at the change: 75% of owners recommending, a ~1 in 8 failure rate, 697 mentions across 148 threads.

  28. Aug 17, 2026
    Epson 4010 Risky Buy Stay Away

    Rule inputs at the change: 59% of owners recommending, 253 mentions across 70 threads.

  29. Aug 17, 2026
    Bose QuietComfort Ultra Risky Buy Stay Away

    Rule inputs at the change: 45% of owners recommending, a ~1 in 3 failure rate, 1666 mentions across 193 threads.

  30. Aug 17, 2026
    BenQ X3000i Buy If Strong Buy

    Rule inputs at the change: 76% of owners recommending, 297 mentions across 96 threads.

  31. Aug 17, 2026
    BenQ HT3550 Buy If Risky Buy

    Rule inputs at the change: 68% of owners recommending, a ~1 in 4 failure rate, 306 mentions across 112 threads.

  32. Aug 17, 2026
    Apple AirPods Pro 3 Risky Buy Stay Away

    Rule inputs at the change: 45% of owners recommending, a ~1 in 10 failure rate, 1519 mentions across 138 threads.

  33. Aug 13, 2026
    Hisense PX2-ProFirst verdict Risky Buy

    Rule inputs at the change: 52% of owners recommending, 78 mentions across 40 threads.

  34. Aug 13, 2026
    Formovie TheaterFirst verdict Stay Away

    Rule inputs at the change: 55% of owners recommending, a ~1 in 2 failure rate, 215 mentions across 54 threads.

  35. Aug 6, 2026
    Bose QuietComfort Ultra EarbudsFirst verdict Stay Away

    Rule inputs at the change: 29% of owners recommending, a ~1 in 2 failure rate, 873 mentions across 89 threads.

  36. Aug 6, 2026
    Sony WF-1000XM5First verdict Stay Away

    Rule inputs at the change: 32% of owners recommending, a ~1 in 2 failure rate, 1050 mentions across 127 threads.

  37. Aug 6, 2026
    XGIMI Horizon UltraFirst verdict Risky Buy

    Rule inputs at the change: 48% of owners recommending, 102 mentions across 33 threads.

  38. Aug 6, 2026
    Samsung The Freestyle 2nd GenFirst verdict Stay Away

    Rule inputs at the change: 4% of owners recommending, 71 mentions across 14 threads.

  39. Aug 6, 2026
    Optoma UHZ50First verdict Stay Away

    Rule inputs at the change: 23% of owners recommending, a ~1 in 6 failure rate, 98 mentions across 29 threads.

  40. Aug 6, 2026
    JMGO N1 UltraFirst verdict Buy If

    Rule inputs at the change: 83% of owners recommending, 96 mentions across 35 threads.

  41. Aug 6, 2026
    Epson Home Cinema 3800First verdict Buy If

    Rule inputs at the change: 73% of owners recommending, a ~1 in 11 failure rate, 116 mentions across 48 threads.

  42. Aug 6, 2026
    Epson Home Cinema 2350First verdict Stay Away

    Rule inputs at the change: 24% of owners recommending, 103 mentions across 42 threads.

  43. Aug 6, 2026
    Epson 5050UBFirst verdict Strong Buy

    Rule inputs at the change: 84% of owners recommending, 91 mentions across 21 threads.

  44. Aug 6, 2026
    Epson 4010First verdict Risky Buy

    Rule inputs at the change: 50% of owners recommending, 86 mentions across 19 threads.

  45. Aug 6, 2026
    BenQ X3100iFirst verdict Strong Buy

    Rule inputs at the change: 78% of owners recommending, 75 mentions across 26 threads.

  46. Aug 6, 2026
    BenQ HT3550First verdict Buy If

    Rule inputs at the change: 68% of owners recommending, 125 mentions across 52 threads.

  47. Aug 6, 2026
    BenQ HT2060First verdict Strong Buy

    Rule inputs at the change: 90% of owners recommending, 131 mentions across 44 threads.

  48. Aug 6, 2026
    Baratza Encore Buy If Risky Buy

    Rule inputs at the change: 69% of owners recommending, a ~1 in 5 failure rate, 1575 mentions across 228 threads.

  49. Aug 6, 2026
    Apple AirPods Pro 3First verdict Risky Buy

    Rule inputs at the change: 47% of owners recommending, a ~1 in 13 failure rate, 1383 mentions across 127 threads.

  50. Aug 5, 2026
    BenQ X3000iFirst verdict Buy If

    Rule inputs at the change: 74% of owners recommending, 151 mentions across 46 threads.

Changes publish only after two consecutive pipeline runs agree (hysteresis) — one noisy crawl never moves a verdict. The full rule inputs are kept for audit.