GPT-5.6 Sol

GPT-5.6 Sol is the standout model of the GPT-5.6 family. Sol at max reasoning effort is the only performant model (as of July 2026) averaging 13.33% on Public and 7.78% on Semi-Private. It is the first model to win an ARC-AGI-3 public game (ft09, 87%). Sol is able to read an unfamiliar scene correctly and in the game's own vocabulary. It treats a failed hypothesis as a reason to re-plan rather than thrash. Most agent failures are upstream of the code they write or the action they take. Sol is able to perform on ARC-AGI not because it executes better, but because it correctly orients itself in a new environment first.

Related models: GPT-5.6 Terra, GPT-5.6 Luna

ARC-AGI 3 leaderboard

Verified scores

Tasks & environments

Pass/fail per reasoning level across each benchmark. Hardest tasks (fewest levels solving) are listed first.

ARC-AGI-3 Public Demo

25 environments

Game⇅	Max⇅	Extra High⇅	High⇅	Medium⇅	Low⇅
FT09	87%	48%	48%	14%	5%
LP85	39%	38%	17%	0%	3%
AR25	39%	8%	6%	8%	1%
CN04	32%	5%	5%	0%	0%
SP80	29%	29%	14%	5%	5%
VC33	21%	12%	16%	0%	0%
SC25	18%	6%	2%	0%	0%
RE86	17%	8%	3%	2%	0%
R11L	14%	3%	0%	0%	0%
DC22	14%	2%	3%	0%	0%
CD82	5%	4%	0%	0%	0%
LS20	4%	4%	1%	0%	0%
KA59	4%	4%	1%	4%	1%
TN36	4%	2%	3%	2%	4%
WA30	3%	2%	2%	0%	0%
LF52	2%	2%	0%	0%	0%
TU93	1%	1%	2%	0%	0%
M0R0	1%	5%	5%	1%	4%
TR87	0%	0%	0%	0%	0%
SB26	0%	0%	0%	0%	0%
BP35	0%	0%	0%	0%	0%
G50T	0%	0%	0%	0%	0%
SU15	0%	0%	0%	0%	0%
S5I5	0%	0%	0%	1%	0%
SK48	0%	1%	3%	0%	0%

ARC-AGI-2 Public Eval

120 tasks

Task	Max ✓✗	Extra High ✓✗	High ✓✗	Medium ✓✗	Low ✓✗
7b80bb43	✗	✗	✗	✗	✗
88e364bc	✗	✗	✗	✗	✗
abc82100	✗	✗	✗	✗	✗
dbff022c	✗	✗	✗	✗	✗
faa9f03d	✗	✗	✗	✗	✗
13e47133	✗	✓	✗	✗	✗
247ef758	✓	✗	✗	✗	✗
d35bdbdc	✓	✗	✗	✗	✗
21897d95	✓	✓	✗	✗	✗
221dfab4	✓	✓	✗	✗	✗
269e22fb	✓	✓	✗	✗	✗
271d71e2	✓	✗	✓	✗	✗
3dc255db	✗	✓	✗	✓	✗
4e34c42c	✓	✓	✗	✗	✗
5545f144	✓	✓	✗	✗	✗
800d221b	✓	✗	✓	✗	✗
88bcf3b4	✓	✓	✗	✗	✗
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a32d8b75	✓	✓	✗	✗	✗
da515329	✓	✓	✗	✗	✗
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16b78196	✓	✓	✓	✗	✗
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2b83f449	✓	✓	✓	✗	✗
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6ffbe589	✓	✓	✓	✗	✗
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78332cb0	✓	✓	✓	✗	✗
8698868d	✓	✓	✓	✗	✗
8b7bacbf	✓	✓	✓	✗	✗
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e87109e9	✓	✓	✓	✗	✓
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0934a4d8	✓	✓	✓	✓	✓
136b0064	✓	✓	✓	✓	✓
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1ae2feb7	✓	✓	✓	✓	✓
28a6681f	✓	✓	✓	✓	✓
2ba387bc	✓	✓	✓	✓	✓
31f7f899	✓	✓	✓	✓	✓
36a08778	✓	✓	✓	✓	✓
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5961cc34	✓	✓	✓	✓	✓
7b5033c1	✓	✓	✓	✓	✓
7ed72f31	✓	✓	✓	✓	✓
8b9c3697	✓	✓	✓	✓	✓
8e5c0c38	✓	✓	✓	✓	✓
8f215267	✓	✓	✓	✓	✓
8f3a5a89	✓	✓	✓	✓	✓
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d59b0160	✓	✓	✓	✓	✓
db0c5428	✓	✓	✓	✓	✓
e8686506	✓	✓	✓	✓	✓

ARC-AGI-1 Public Eval

400 tasks

Task	Max ✓✗	Extra High ✓✗	High ✓✗	Medium ✓✗	Low ✓✗
0d87d2a6	✗	✗	✗	✗	✗
50f325b5	✗	✗	✗	✗	✓
79fb03f4	✓	✗	✗	✗	✗
da515329	✗	✓	✗	✗	✗
f3b10344	✓	✗	✗	✗	✗
1acc24af	✓	✓	✗	✗	✗
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891232d6	✓	✗	✓	✗	✗
16b78196	✓	✓	✓	✗	✗
212895b5	✓	✓	✓	✗	✗
3490cc26	✓	✓	✓	✗	✗
3ed85e70	✓	✓	✓	✗	✗
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