Grok 4.6

Grok 4.6 scores 87.5% on ARC-AGI-1 Semi-Private at $0.30 per task at Medium effort. At XHigh effort, it scores 67.1% on ARC-AGI-2 Semi-Private at $0.76 per task and 2.11% on ARC-AGI-3 Semi-Private at a total cost of $5,612.

ARC-AGI 3 leaderboard

Verified scores

Tasks & environments

Pass/fail per reasoning level across each benchmark.

ARC-AGI-3 Public Demo

25 environments

Game⇅	XHigh⇅
FT09	47.6%
RE86	27.8%
LP85	25.0%
AR25	8.3%
WA30	6.2%
CN04	4.8%
SP80	4.8%
KA59	3.6%
TN36	3.6%
SB26	2.8%
SU15	2.2%
VC33	0.4%
M0R0	0.2%
DC22	0.2%
BP35	0.0%
CD82	0.0%
G50T	0.0%
LF52	0.0%
LS20	0.0%
R11L	0.0%
S5I5	0.0%
SC25	0.0%
SK48	0.0%
TR87	0.0%
TU93	0.0%

ARC-AGI-2 Public Eval

120 tasks

Task	XHigh ✓✗	High ✓✗	Medium ✓✗	Low ✓✗
0934a4d8	✗	✗	✓	✗
135a2760	✓	✓	✓	✓
136b0064	✓	✓	✓	✓
13e47133	✓	✓	✓	✗
142ca369	✗	✓	✗	✗
16b78196	✗	✗	✗	✗
16de56c4	✓	✓	✓	✗
1818057f	✓	✓	✓	✓
195c6913	✗	✗	✗	✗
1ae2feb7	✓	✓	✓	✓
20270e3b	✓	✓	✓	✗
20a9e565	✗	✗	✗	✗
21897d95	✗	✗	✗	✗
221dfab4	✓	✗	✗	✗
247ef758	✗	✓	✗	✓
269e22fb	✗	✗	✗	✗
271d71e2	✓	✗	✓	✗
28a6681f	✗	✓	✓	✗
291dc1e1	✓	✓	✓	✓
2b83f449	✗	✗	✗	✗
2ba387bc	✓	✓	✓	✓
2c181942	✓	✓	✓	✗
2d0172a1	✓	✓	✓	✗
31f7f899	✓	✓	✓	✓
332f06d7	✓	✓	✓	✗
35ab12c3	✗	✗	✗	✗
36a08778	✓	✓	✓	✗
38007db0	✓	✓	✓	✓
3a25b0d8	✓	✗	✓	✗
3dc255db	✗	✗	✗	✗
3e6067c3	✓	✓	✓	✓
409aa875	✓	✓	✗	✗
446ef5d2	✗	✗	✗	✗
45a5af55	✓	✓	✓	✓
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4c3d4a41	✓	✓	✓	✓
4c416de3	✗	✗	✓	✗
4c7dc4dd	✗	✓	✗	✗
4e34c42c	✓	✗	✓	✗
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5545f144	✗	✗	✗	✗
581f7754	✗	✗	✗	✗
58490d8a	✓	✓	✓	✓
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5961cc34	✓	✓	✓	✗
5dbc8537	✓	✓	✓	✓
62593bfd	✗	✗	✗	✗
64efde09	✓	✓	✓	✓
65b59efc	✓	✓	✓	✓
67e490f4	✓	✓	✓	✓
6e453dd6	✓	✗	✓	✗
6e4f6532	✓	✓	✓	✗
6ffbe589	✗	✗	✗	✗
71e489b6	✓	✗	✗	✗
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7666fa5d	✓	✓	✓	✗
78332cb0	✗	✗	✗	✗
7b0280bc	✗	✓	✓	✗
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7b80bb43	✗	✗	✗	✗
7c66cb00	✓	✓	✓	✗
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800d221b	✗	✗	✗	✗
80a900e0	✓	✓	✓	✗
8698868d	✓	✓	✗	✗
88bcf3b4	✗	✗	✗	✗
88e364bc	✗	✗	✗	✗
89565ca0	✗	✗	✗	✗
898e7135	✓	✓	✓	✗
8b7bacbf	✗	✗	✗	✗
8b9c3697	✓	✓	✓	✗
8e5c0c38	✗	✗	✗	✗
8f215267	✓	✓	✓	✓
8f3a5a89	✓	✓	✓	✓
9385bd28	✗	✓	✗	✗
97d7923e	✓	✓	✗	✗
981571dc	✓	✓	✓	✓
9aaea919	✓	✓	✓	✓
9bbf930d	✗	✗	✗	✗
a251c730	✓	✓	✓	✗
a25697e4	✗	✗	✗	✗
a32d8b75	✗	✗	✗	✗
a395ee82	✓	✓	✓	✓
a47bf94d	✓	✓	✗	✗
a6f40cea	✓	✓	✓	✓
aa4ec2a5	✓	✓	✓	✗
abc82100	✗	✗	✗	✗
b0039139	✓	✗	✓	✗
b10624e5	✓	✓	✓	✓
b5ca7ac4	✓	✓	✓	✓
b6f77b65	✓	✗	✗	✗
b99e7126	✓	✓	✓	✓
b9e38dc0	✗	✗	✗	✗
bf45cf4b	✓	✓	✓	✓
c4d067a0	✓	✓	✓	✓
c7f57c3e	✓	✓	✓	✓
cb2d8a2c	✓	✓	✓	✗
cbebaa4b	✓	✓	✓	✗
d35bdbdc	✗	✗	✗	✗
d59b0160	✓	✓	✓	✗
d8e07eb2	✓	✓	✓	✓
da515329	✗	✗	✗	✗
db0c5428	✓	✓	✓	✓
db695cfb	✓	✓	✓	✓
dbff022c	✗	✗	✗	✗
dd6b8c4b	✗	✓	✗	✗
de809cff	✗	✗	✗	✗
dfadab01	✗	✗	✗	✗
e12f9a14	✗	✗	✗	✗
e3721c99	✓	✗	✓	✗
e376de54	✓	✓	✓	✓
e8686506	✓	✓	✓	✓
e87109e9	✓	✓	✗	✗
edb79dae	✓	✓	✓	✓
eee78d87	✓	✓	✓	✗
f560132c	✓	✓	✓	✗
f931b4a8	✗	✓	✓	✗
faa9f03d	✗	✗	✗	✗
fc7cae8d	✓	✓	✓	✗

ARC-AGI-1 Public Eval

400 tasks

Task	XHigh ✓✗	High ✓✗	Medium ✓✗	Low ✓✗
00576224	✓	✓	✓	✓
009d5c81	✓	✓	✓	✓
00dbd492	✓	✓	✓	✓
03560426	✓	✓	✓	✓
05a7bcf2	✓	✓	✓	✓
0607ce86	✓	✓	✓	✓
0692e18c	✓	✓	✓	✓
070dd51e	✓	✓	✓	✓
08573cc6	✓	✓	✓	✗
0934a4d8	✗	✓	✗	✗
09c534e7	✓	✗	✓	✗
0a1d4ef5	✓	✓	✓	✓
0a2355a6	✓	✓	✓	✓
0b17323b	✓	✓	✓	✓
0bb8deee	✓	✓	✓	✓
0becf7df	✓	✓	✓	✓
0c786b71	✓	✓	✓	✓
0c9aba6e	✓	✓	✓	✓
0d87d2a6	✗	✗	✗	✗
0e671a1a	✓	✓	✓	✓
0f63c0b9	✓	✓	✓	✓
103eff5b	✓	✓	✓	✓
11e1fe23	✓	✓	✓	✓
12422b43	✓	✓	✓	✓
12997ef3	✓	✓	✓	✓
12eac192	✓	✓	✓	✓
136b0064	✓	✓	✓	✓
13713586	✓	✓	✓	✓
137f0df0	✓	✓	✓	✓
140c817e	✓	✓	✓	✓
14754a24	✓	✓	✓	✓
15113be4	✓	✓	✓	✓
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16b78196	✗	✗	✗	✗
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18419cfa	✓	✓	✓	✓
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1a2e2828	✓	✓	✓	✓
1a6449f1	✓	✓	✓	✓
1acc24af	✓	✗	✗	✗
1c02dbbe	✓	✓	✓	✓
1c0d0a4b	✓	✓	✓	✓
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212895b5	✗	✗	✗	✗
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25094a63	✓	✓	✗	✗
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256b0a75	✓	✓	✓	✓
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310f3251	✓	✓	✓	✓
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31adaf00	✓	✓	✗	✗
31d5ba1a	✓	✓	✓	✓
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332efdb3	✓	✓	✓	✓
3391f8c0	✓	✓	✓	✓
33b52de3	✓	✓	✓	✓
3490cc26	✓	✓	✓	✗
34b99a2b	✓	✓	✓	✓
351d6448	✓	✓	✓	✗
358ba94e	✓	✓	✓	✓
37d3e8b2	✓	✓	✓	✓
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3a301edc	✓	✓	✓	✓
3b4c2228	✓	✓	✓	✓
3d31c5b3	✓	✓	✓	✓
3ed85e70	✓	✓	✓	✗
3ee1011a	✓	✓	✓	✓
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40f6cd08	✓	✓	✓	✓
414297c0	✗	✓	✗	✓
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42918530	✓	✓	✓	✓
42a15761	✓	✓	✓	✓
4364c1c4	✓	✓	✓	✓
456873bc	✓	✓	✓	✗
45737921	✓	✓	✓	✓
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477d2879	✓	✓	✓	✗
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50f325b5	✗	✗	✗	✗
516b51b7	✓	✓	✓	✓
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52fd389e	✓	✓	✓	✗
54db823b	✓	✓	✓	✗
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5b692c0f	✓	✓	✓	✗
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604001fa	✓	✓	✓	✓
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62ab2642	✓	✓	✓	✗
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692cd3b6	✓	✓	✓	✗
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90347967	✓	✓	✓	✓
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