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
| Team | Rank | Score | Rank change | Score change |
|---|---|---|---|---|
| Yi-Chia Chen | 1 | 59.17 | Not available | Not available |
| Tufa Labs | 2 | 56.52 | Down 1 | +0.63 |
| mtg | 3 | 44.32 | Up 4 | +5.99 |
| Majkel1337 | 4 | 42.66 | Down 1 | 0 |
| NVARC3 | 5 | 40.97 | Not available | Not available |
| the last dance 🕺 | 6 | 39.3 | Down 2 | 0 |
| dreach.ai | 7 | 39.11 | Down 2 | 0 |
| Nhan Duc Nguyen | 8 | 38.84 | Up 11 | +4.1 |
| artificialagencylab.com | 9 | 38.62 | Down 3 | 0 |
| 復活の混テキスト | 10 | 38.15 | Down 2 | 0 |
| Lord Han Solo | 13 | 36.61 | Down 2 | 0 |
| Son & Mark & Ronen | 19 | 35.45 | Down 2 | 0 |
| AFF AI CLUB | 27 | 33.92 | Up 98 | +2.38 |
| ERS | 57 | 33.08 | Up 223 | +2.95 |
| keithtyser | 69 | 32.74 | Down 8 | 0 |
| 言和小天使🪽应援会! | 96 | 31.96 | Up 34 | +0.48 |
| David Hartmann | 352 | 29.83 | Down 33 | 0 |
| Jan Disselhoff | 613 | 28.23 | Down 55 | 0 |
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
- ARC-3 public leaderboard and observed history
- ARC Prize — ARC-AGI-3 Milestone 1 results
- Tufa Labs — Duck Harness technical overview
- Tufa Labs — team profiles
- Tufa Labs — October 9 public competition post
- Yi-Chia Chen — Kaggle profile
- Yi-Chia Chen — Eedi third-place solution write-up
- Yi-Chia Chen — public Kaggle profile and avatar
- The ARChitects — 2025 team solution
- The ARChitects — 2025 technical report
- ARC-AGI-3 observed public roster
- NVIDIA — 2025 NVARC competition report
- NVARC — 2025 team write-up
- NVIDIA — 2025 NVARC solution report
- Jean-François Puget — public professional profile
- NVIDIA — Jean-Francois Puget author biography
- Lukas Aichberger — Kaggle profile
- JKU — Lukas Aichberger research profile
- fses91 — Kaggle profile
- Mykyta Ielanskyi — Kaggle profile
- JKU — Mykyta Ielanskyi research profile
- The ARChitects — 2025 team solution
- The ARChitects — 2025 technical report
- Richard Csaky — Kaggle profile
- Artificial Agency Lab — research and ARC-AGI-3 project
- Manifund — Artificial Agency ARC-AGI-3 project proposal
- Richard Csaky — ARC-AGI-3 Milestone 2 notebook
- Michael — Kaggle profile
- Lord Han Solo — Kaggle profile
- Lord Han Solo — Milestone 2 Kaggle notebook
- Tanaka Ai24 — ARC-AGI-3 Kaggle notebook
- Tanaka Ai24 — ARC-AGI-3 Pathfinder notebook
- Jayden Szeto — Kaggle profile
- Daniel Guo — Kaggle profile
- Hayley — Kaggle profile
- Jayden Szeto — BirdCLEF+ 2026 notebook
- Majkel1337 — Kaggle profile
- Public professional account profile
- Yi-Chia Chen — Kaggle profile
- Yi-Chia Chen — Eedi third-place solution write-up
- Yi-Chia Chen — public Kaggle profile and avatar
- ARC-2 public roster observation
- ARC-3 public roster observation
- Jean-François Puget — GitHub profile linked Kaggle account
- Hall of Fame verified CPMP professional account
- Jean-François Puget — public professional profile
- NVIDIA — Jean-Francois Puget author biography
- ARC Prize — 2025 results
- ARC Prize — 2024 results
- ARC-2 public roster observation
- ARC-3 public roster observation
- NVARC — 2025 team write-up crediting sorokin and cpmpml
- NVIDIA — 2025 NVARC competition report
- ARC Prize — 2025 results
- ARC Prize — 2025 results
- ARC-3 public roster observation
- Public professional account profile
- Keith Tyser — personal site linked X account
- Keith Tyser — professional site
- ARC-2 public roster observation
- ARC-3 public roster observation
- Public professional account profile
- Tufa Labs — team profiles
- ARC Prize — ARC-AGI-3 Preview Agents results
- ARC Prize — ARC-AGI-3 Preview Agents results
- ARC Prize — 2025 results
- ARC-2 public roster observation
- ARC-3 public roster observation
- Public professional account profile
- Tufa Labs — team profiles
- ARC-2 public roster observation
- ARC-3 public roster observation
- The ARChitects — author and Kaggle handle credits
- The ARChitects — 2025 team solution
- The ARChitects — 2025 technical report
- ARC Prize — 2025 results
- ARC Prize — 2024 results
- ARC-2 public roster observation
- ARC-3 public roster observation
- The ARChitects — author and Kaggle handle credits
- The ARChitects — 2025 team solution
- The ARChitects — 2025 technical report
- ARC Prize — 2025 results
- ARC-3 public roster observation