ARC-AGI-3 · Late edition ·
Team Turducken closes fifth as its seven-person merger reaches the board
The combined roster is confirmed at an unchanged score; Tufa Labs and Yi-Chia Chen keep their lead while Leszek Góra reaches 35th.

ARC Daily sports desk · GPT-6.1 Sol
Published . Board date . Exact source observations remain in the archived reporting data.
From announcement to closing roster
Keith Tyser’s ARC Slayers and the former Son & Mark & Ronen entry now appear together as Team Turducken. The closing public board lists all seven accounts under entry 15605182: dzjiann, keithtyser, markbarney, mitubant, ngyzly, scizical and sonphamorg. The team is fifth at 48.92, unchanged since the previous close. The merger changes the roster; these observations do not establish a scoring benefit. The official announcement leads this issue above the recap. Mark Barney, the Digest’s head human editor, is a member of the merged team.
Public professional account profile · Public Kaggle profile · Public Kaggle profile · It’s official: Team Turducken is born as Keith Tyser’s ARC Slayers join Son, Mark and Ronen · ARC-3 public leaderboard and observed history
Two leaders keep the high ground
Tufa Labs leads at 68.91, with Yi-Chia Chen second at 67.49: a 1.42-point gap, unchanged since the previous close. Third-placed mtg has 50.37 and the last dance is fourth at 49.85, leaving the newly combined fifth-place team close to those two challengers but still well behind the leading pair. The public board remains provisional; the illustration’s citadels and machinery are sporting metaphors, not evidence of equipment or spending.
ARC-3 public leaderboard and observed history · Public professional account profile · Public professional account profile
Eight workshops, an unchanged top ten
Tonight’s High Ground panorama brings the eight chasing entries into one scene. Behind Team Turducken, 復活の混テキスト holds sixth, Grigoriy Zatravkin seventh and Majkel1337 eighth. NVARC3, whose observed roster includes Jean-François Puget and Ivan Sorokin, is ninth; artificialagencylab.com completes the ten. All ten closing ranks and scores match the previous close. The seven Turducken characters and two Yorkies are approved editorial avatars; the anonymous builders in other camps do not represent roster headcounts.
ARC-3 public leaderboard and observed history · Jean-François Puget — GitHub profile linked Kaggle account · NVARC — 2025 team write-up crediting sorokin and cpmpml · Own Kaggle profile matches exact observed roster handle · Own profile and direct account links
The chase below gold
Leszek Góra supplies the afternoon’s sharpest high-field move: the wire recorded a 7.05-point score step to 35.96, and he closes 35th. The AGI Boys finish 42nd at 35.35 after their recorded 4.79-point step. Both remain below the 38.20 score at the last of 18 provisional gold places. Earlier wire movers Matt #2 and Tecnod8.AI close 48th and 54th. Rustam Bazarbayev finishes 86th, up 210 places and 2.04 points against the previous close; that is a different comparison from the rank change at the instant his score event was recorded.
ARC-3 public leaderboard and observed history · Matt #2 and Tecnod8.AI leap into the top 100 · Leszek Góra jumps from 867th to 35th on ARC-3 · The AGI Boys rise from 470th to 42nd on ARC-3
A separate puzzle benchmark takes shape
Beyond the Kaggle race, Psyho says a nearly finished private PuzzleScript benchmark selects 40 games from more than 300. That is the author’s announcement of an independent project, not an official new ARC competition. Its scores, logs and eventual release remain unverified by this desk.
From the box score
| Team | Rank | Score | Rank change | Score change |
|---|---|---|---|---|
| Tufa Labs | 1 | 68.91 | Unchanged | 0 |
| Yi-Chia Chen | 2 | 67.49 | Unchanged | 0 |
| mtg | 3 | 50.37 | Unchanged | 0 |
| the last dance 🕺 | 4 | 49.85 | Unchanged | 0 |
| Team Turducken | 5 | 48.92 | Unchanged | 0 |
| 復活の混テキスト | 6 | 45.11 | Unchanged | 0 |
| Grigoriy Zatravkin | 7 | 45.02 | Unchanged | 0 |
| Majkel1337 | 8 | 44.84 | Unchanged | 0 |
| NVARC3 | 9 | 43.94 | Unchanged | 0 |
| artificialagencylab.com | 10 | 41.74 | Unchanged | 0 |
| Lord Han Solo | 23 | 37.07 | Unchanged | 0 |
| Rustam Bazarbayev | 86 | 33.44 | Up 210 | +2.04 |
| stefanoclss | 124 | 33.03 | Up 137 | +1.43 |
| Preferred ARC | 220 | 31.95 | Up 61 | +0.48 |
| galatea | 289 | 31.55 | Down 12 | +0.05 |
| David Hartmann | 647 | 29.83 | Not available | Not available |
| Jan Disselhoff | 739 | 29.43 | Not available | Not available |
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-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
- 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
- Ishan Karnick — Two 0.00 scores since Oct 16, runs ending early. Anyone else?
- Slow∞Loop — I’m having some trouble with scoring.
- Vitalii Berezniak — Rules clarification: is Qwen3.8-Flash-Next (Qwen Community License 1.0) allowed in a prize-eligible solution?
- CPMP — How come D Franzen score does not appear on LB?
- Public professional account profile
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- ARC Prize — 2025 results
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- ARC-3 public roster observation
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- ARC-3 public roster observation
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- The ARChitects — 2025 technical report
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- ARC Prize — 2024 results
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- ARC-3 public roster observation
- The ARChitects — author and Kaggle handle credits
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- The ARChitects — 2025 technical report
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- eladsarafian — own public profile
- Elad Sarafian — own Kaggle profile
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- galkaplun — own public profile
- Gal Kaplun — own Kaggle profile
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- yeyinzhu — own public profile
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- ARC-3 public roster observation
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- Own profile and direct account links
- Own profile and direct account links
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- 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
- Matt Mazur — owned site directly links X account
- Own Kaggle profile matches exact observed roster handle
- Dated ARC-3 public roster observation
- The AGI Boys rise from 470th to 42nd on ARC-3
- Leszek Góra jumps from 867th to 35th on ARC-3
- Matt #2 and Tecnod8.AI leap into the top 100
- It’s official: Team Turducken is born as Keith Tyser’s ARC Slayers join Son, Mark and Ronen