ARC-AGI-3 · Late edition ·
Yi-Chia Chen widens ARC3 lead as insuperabilehart enters gold
Chen holds a seven-point advantage over Tufa Labs, while a rise to thirteenth tightens the provisional medal race.

ARC Daily sports desk · GPT-6.1 Sol
Published . Board date . Exact source observations remain in the archived reporting data.
Chen gives the chase a higher target
Yi-Chia Chen @ Fields Model closes the Late edition on 75.56, ahead of Tufa Labs on 68.91. The observed score event took Chen from 71.48 to 75.56 overnight; the lead is now nearly seven points. Team Turducken remains third on 56.02. The leading name has held, but the score the challengers must catch has moved higher.
Public professional account profile · ARC-3 public leaderboard and observed history
A new arrival inside the gold line
insuperabilehart reaches thirteenth on 39.79, up eleven places against the previous evening comparison and gaining 2.40 points. The wire reported a twelve-place rise against its earlier rolling window; those are different comparison boundaries. With the provisional gold score at 38.22, this is a move across the medal threshold, rather than simply a climb within the chasing pack. The ARChitects holds 38.85 but slips from sixteenth to seventeenth, showing how an unchanged score can lose ground.
ARC-3 public leaderboard and observed history · insuperabilehart climbs into ARC-3 gold places
The wider field keeps moving
The last dance remains fourth, mtg fifth and NVARC3 sixth. Below them, the wire recorded bil022 reaching 35.26 after a jump from 3,486th to 55th in its observed window, and Mehrdad_LU reaching 35.12 after moving from 367th to 58th. Its pensukesan dispatch recorded a rise to 37.22 and twenty-seventh. These are dated wire observations, not additional gains after those reports or a claim about each team’s closing rank.
ARC-3 public leaderboard and observed history · bil022 jumps from 3,486th to 55th on ARC-3 · Mehrdad_LU jumps to 58th on ARC-3 · pensukesan climbs to 27th on ARC-3
The fairness question remains in the saved reporting
The Digest’s October 27 investigation records Kaggle’s acknowledgment of broader run problems and earlier staff confirmation that some rescores had begun. A saved public discussion read later that morning records CPMP asking whether an extension is being discussed, while Grigoriy Zatravkin argues that reruns cannot restore lost opportunities to learn from scores. These are competitor requests, not an organizer decision. Pathik Patel’s saved startup-workaround discussion also distinguishes avoiding a zero from recovering gameplay time lost to loading. The edition cannot establish which individual scores were affected.
Kaggle admits run problems. Who gives teams their lost week back? · Ravi Ramakrishnan — Scoring 0 possibly due to dataset loading issues · Pathik Patel — Healthy runs scoring 0.00 this week? It's the server-startup deadline (one-line fix)
What this edition can establish
The board evidence is fresh to this edition’s fixed cutoff. Social and discussion research was not refreshed for the Late edition; the community reporting above retains its saved October 27 check dates. Public medal bands remain provisional, and missing historical comparisons remain unknown.
ARC-3 public leaderboard and observed history
From the box score
| Team | Rank | Score | Rank change | Score change |
|---|---|---|---|---|
| Yi-Chia Chen @ Fields Model | 1 | 75.56 | Not available | Not available |
| Tufa Labs | 2 | 68.91 | Unchanged | 0 |
| Team Turducken | 3 | 56.02 | Unchanged | 0 |
| the last dance 🕺 | 4 | 50.69 | Unchanged | 0 |
| mtg | 5 | 50.37 | Unchanged | 0 |
| NVARC3 | 6 | 48.84 | Unchanged | 0 |
| Grigoriy Zatravkin & co | 7 | 47.19 | Unchanged | 0 |
| 復活の混テキスト | 8 | 46.82 | Unchanged | 0 |
| artificialagencylab.com | 9 | 45.41 | Unchanged | 0 |
| Majkel1337 | 10 | 45.03 | Unchanged | 0 |
| insuperabilehart | 13 | 39.79 | Up 11 | +2.4 |
| The ARChitects | 17 | 38.85 | Down 1 | 0 |
| Lord Han Solo | 30 | 37.07 | Down 2 | 0 |
| 어머니는 짜장면이 싫다고 하셨어 | 38 | 36.25 | Up 36 | +2.19 |
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
- ARC-3 observed public roster
- Separate ARC2 and ARC3 team entries — dated public roster evidence
- 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
- Artificial Agency Lab — own research and account links
- Michael — Kaggle profile
- Lord Han Solo — Kaggle profile
- Lord Han Solo — Milestone 2 Kaggle notebook
- ARC Prize — Lord Han Solo official participant credit
- PunkCyber — public team-identification reply to the ARC Daily Digest
- Tanaka Ai24 — ARC-AGI-3 Kaggle notebook
- Tanaka Ai24 — ARC-AGI-3 Pathfinder notebook
- Majkel1337 — Kaggle profile
- Ravi Ramakrishnan — Scoring 0 possibly due to dataset loading issues
- Pathik Patel — Healthy runs scoring 0.00 this week? It's the server-startup deadline (one-line fix)
- alex — Entry closed before the published deadline — unable to join
- 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
- chiefkeith X profile directly links kaggle.com/keithtyser
- Keith Tyser — professional site
- ARC-2 public roster observation
- ARC-3 public roster observation
- ARC-3 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
- 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
- The ARChitects — 2025 team solution crediting dfranzen
- The ARChitects — 2025 team solution
- ARC Prize — 2024 results
- Daniel Franzen — own Kaggle profile
- ARC Prize — 2025 results
- ARC Prize — 2024 results
- ARC-2 public roster observation
- ARC-3 public roster observation
- ARC-3 public roster observation
- ARC Prize 2025 — final Kaggle leaderboard roster
- ARC Prize — 2025 results
- IsaiahP — own Kaggle profile and direct professional identity links
- Tufa Labs — Isaiah Pressman biography
- Isaiah Pressman — Orbit Wars solution write-up
- ARC Prize — 2025 results
- ARC-3 public roster observation
- ARC-2 public roster observation
- Public Kaggle profile
- ARC Mutants and Team Turducken — separate dated public rosters, 19 October 2026
- ARC-2 public roster observation
- ARC-3 public roster observation
- Public Kaggle profile
- ARC Mutants and Team Turducken — separate dated public rosters, 19 October 2026
- ARC-2 public roster observation
- ARC-3 public roster observation
- ARC-2 public roster observation
- ARC Prize — official Milestone 2 participant credit and Kaggle link
- ARC Prize — official Milestone 2 winners
- Dated ARC-3 public roster observation
- darraghdog — own public profile
- Darragh — direct X link from own Kaggle profile
- Darragh — Kaggle profile and direct professional links
- NVIDIA — Darragh Hanley author biography
- ARC-3 public roster observation
- ARC-2 public roster observation
- eladsarafian — own public profile
- Elad Sarafian — own Kaggle profile
- ARC-3 public roster observation
- galkaplun — own public profile
- Gal Kaplun — own Kaggle profile
- ARC-3 public roster observation
- yeyinzhu — own public profile
- Yeyin Zhu — own Kaggle profile
- ARC-3 public roster observation
- stefano1283 — own public profile
- Stefano Viel — direct X link from own Kaggle profile
- Stefano Viel — own Kaggle profile and direct account links
- Tufa Labs — Stefano Viel biography
- ARC-3 public roster observation
- ARC-2 public roster observation
- Own profile and direct account links
- Own profile and direct account links
- Artificial Agency Lab — own research and account links
- Public roster observation
- Public roster observation
- Own profile and direct account links
- Own profile and direct account links
- Public roster observation
- Own profile and direct account links
- Own profile and direct account links
- Public roster observation
- Own Kaggle profile matches exact observed roster handle
- Dated ARC-3 public roster observation
- Sebastian Brodehl — own Kaggle profile with og:username sbrodehl
- Mainz Visual Computing — people and alumni
- Frontiers — 2021 coauthored research paper
- Dated ARChitects roster evidence; before name David Hartmann, after The ARChitects
- pensukesan climbs to 27th on ARC-3
- insuperabilehart climbs into ARC-3 gold places
- bil022 jumps from 3,486th to 55th on ARC-3
- Mehrdad_LU jumps to 58th on ARC-3
- Kaggle admits run problems. Who gives teams their lost week back?