ARC-AGI-3 · Late edition ·

Yi-Chia Chen takes ARC-3 lead as mtg climbs to third

Chen’s public score reached 59.17%, while Tufa Labs improved to 56.52% and mtg made a six-point climb into the top three.

ARC Daily sports desk · Written with GPT-6 Sol

Published . Board date . Exact source observations remain in the archived reporting data.

A new name at the top

Yi-Chia Chen took the ARC-AGI-3 public lead with 59.17%, ahead of Tufa Labs at 56.52%. ARC Prize announced the change, and the closing board confirms the order. The observed score event shows Chen moving from 55.77% and second place to the lead; the record does not establish a reliable previous-evening team comparison for her. Tufa also improved, from an observed 55.89% to 56.52%, even as the lead changed hands. These are public standings, with the final private result still to come.

ARC-3 public leaderboard and observed history · ARC Prize — standings post

The chase tightens

mtg jumped from seventh in its earlier tracked observation to third at 44.32%, a verified gain of 5.99 points. NVARC3 reached 40.97% and stood fifth at the close; the score-event record shows its climb from 37.51%, although its previous-evening comparison is unavailable. Majkel1337 held fourth at 42.66%, with the last dance 🕺 sixth at 39.30% and dreach.ai seventh at 39.11%. Nhan Duc Nguyen moved from 19th at the prior evening observation to eighth at 38.84%.

ARC-3 public leaderboard and observed history

Experience across the field

The public NVARC3 roster lists Ivan Sorokin and Jean-François Puget’s verified cpmpml account. ARC Prize credits both with the 2025 NVARC championship; that historical result belongs to the earlier team and season. Lord Han Solo stood 13th, while David Hartmann and Jan Disselhoff were farther down this ARC-3 board. Hartmann and Disselhoff were credited on the ARChitects’ 2025 runner-up team, but they are separate 2026 entries here.

ARC-3 public leaderboard and observed history · ARC-3 public roster observation · ARC-3 public roster observation · ARC Prize — 2025 results · ARC Prize — 2025 results · ARC Prize — 2025 results

More movement below

AFF AI CLUB climbed to 27th at 33.92% and ERS to 57th at 33.08% in the prior-evening comparison. The keithtyser entry was 69th at 32.74%; its score was unchanged in the available comparison. Tufa Labs posted a playful message about its position earlier in the day. It is competition banter, not evidence of the team’s hardware, spending or approach.

ARC-3 public leaderboard and observed history · Tufa Labs — banter post

From the box score

TeamRankScoreRank changeScore change
Yi-Chia Chen159.17Not availableNot available
Tufa Labs256.52Down 1+0.63
mtg344.32Up 4+5.99
Majkel1337442.66Down 10
NVARC3540.97Not availableNot available
the last dance 🕺639.3Down 20
dreach.ai739.11Down 20
Nhan Duc Nguyen838.84Up 11+4.1
artificialagencylab.com938.62Down 30
復活の混テキスト1038.15Down 20
Lord Han Solo1336.61Down 20
Son & Mark & Ronen1935.45Down 20
AFF AI CLUB2733.92Up 98+2.38
ERS5733.08Up 223+2.95
keithtyser6932.74Down 80
言和小天使🪽应援会!9631.96Up 34+0.48
David Hartmann35229.83Down 330
Jan Disselhoff61328.23Down 550

Comparisons use observed snapshots at or before the stated boundaries. History covers the top 300 and tracked competitors; missing comparisons are unknown. Score-event entries are context, not net daily gains. Unfamiliar names are not necessarily new entrants.

Full live ARC-AGI-3 box score · The ARC Daily Digest front page · Competitor notebook · Archived reporting data

Sources

  1. ARC-3 public leaderboard and observed history
  2. ARC Prize — ARC-AGI-3 Milestone 1 results
  3. Tufa Labs — Duck Harness technical overview
  4. Tufa Labs — team profiles
  5. Tufa Labs — October 9 public competition post
  6. Yi-Chia Chen — Kaggle profile
  7. Yi-Chia Chen — Eedi third-place solution write-up
  8. Yi-Chia Chen — public Kaggle profile and avatar
  9. The ARChitects — 2025 team solution
  10. The ARChitects — 2025 technical report
  11. ARC-AGI-3 observed public roster
  12. NVIDIA — 2025 NVARC competition report
  13. NVARC — 2025 team write-up
  14. NVIDIA — 2025 NVARC solution report
  15. Jean-François Puget — public professional profile
  16. NVIDIA — Jean-Francois Puget author biography
  17. Lukas Aichberger — Kaggle profile
  18. JKU — Lukas Aichberger research profile
  19. fses91 — Kaggle profile
  20. Mykyta Ielanskyi — Kaggle profile
  21. JKU — Mykyta Ielanskyi research profile
  22. The ARChitects — 2025 team solution
  23. The ARChitects — 2025 technical report
  24. Richard Csaky — Kaggle profile
  25. Artificial Agency Lab — research and ARC-AGI-3 project
  26. Manifund — Artificial Agency ARC-AGI-3 project proposal
  27. Richard Csaky — ARC-AGI-3 Milestone 2 notebook
  28. Michael — Kaggle profile
  29. Lord Han Solo — Kaggle profile
  30. Lord Han Solo — Milestone 2 Kaggle notebook
  31. Tanaka Ai24 — ARC-AGI-3 Kaggle notebook
  32. Tanaka Ai24 — ARC-AGI-3 Pathfinder notebook
  33. Jayden Szeto — Kaggle profile
  34. Daniel Guo — Kaggle profile
  35. Hayley — Kaggle profile
  36. Jayden Szeto — BirdCLEF+ 2026 notebook
  37. Majkel1337 — Kaggle profile
  38. ARC Prize — standings post
  39. ARC Prize — community post
  40. Simon Ouellette — research post
  41. ARC Prize — research post
  42. Greg Kamradt — research post
  43. Greg Kamradt — community post
  44. Tufa Labs — banter post
  45. Greg Kamradt — community post
  46. Public professional account profile
  47. Yi-Chia Chen — Kaggle profile
  48. Yi-Chia Chen — Eedi third-place solution write-up
  49. Yi-Chia Chen — public Kaggle profile and avatar
  50. ARC-2 public roster observation
  51. ARC-3 public roster observation
  52. Jean-François Puget — GitHub profile linked Kaggle account
  53. Hall of Fame verified CPMP professional account
  54. Jean-François Puget — public professional profile
  55. NVIDIA — Jean-Francois Puget author biography
  56. ARC Prize — 2025 results
  57. ARC Prize — 2024 results
  58. ARC-2 public roster observation
  59. ARC-3 public roster observation
  60. NVARC — 2025 team write-up crediting sorokin and cpmpml
  61. NVIDIA — 2025 NVARC competition report
  62. ARC Prize — 2025 results
  63. ARC Prize — 2025 results
  64. ARC-3 public roster observation
  65. Public professional account profile
  66. Keith Tyser — personal site linked X account
  67. Keith Tyser — professional site
  68. ARC-2 public roster observation
  69. ARC-3 public roster observation
  70. Public professional account profile
  71. Tufa Labs — team profiles
  72. ARC Prize — ARC-AGI-3 Preview Agents results
  73. ARC Prize — ARC-AGI-3 Preview Agents results
  74. ARC Prize — 2025 results
  75. ARC-2 public roster observation
  76. ARC-3 public roster observation
  77. Public professional account profile
  78. Tufa Labs — team profiles
  79. ARC-2 public roster observation
  80. ARC-3 public roster observation
  81. The ARChitects — author and Kaggle handle credits
  82. The ARChitects — 2025 team solution
  83. The ARChitects — 2025 technical report
  84. ARC Prize — 2025 results
  85. ARC Prize — 2024 results
  86. ARC-2 public roster observation
  87. ARC-3 public roster observation
  88. The ARChitects — author and Kaggle handle credits
  89. The ARChitects — 2025 team solution
  90. The ARChitects — 2025 technical report
  91. ARC Prize — 2025 results
  92. ARC-3 public roster observation