Grok 4.7

xAI·Sep 21, 2026·8 harness configurations

Grok 4.7's best Semi-Private scores are 90.2% on v1 at high reasoning and 61.4% on v2 at xhigh reasoning. On v3, it reaches 1.8% with the Standard harness at xhigh reasoning and 10.0% with the Provider Adapter harness at high reasoning.

ARC-AGI 3 leaderboard

Grok 4.7Grok 4.7 - Provider Adapter

Verified scores

Variant	ARC-AGI-1	ARC-AGI-2	ARC-AGI-3(Standard harness)	ARC-AGI-3(Provider Adapter harness)
XHigh	89.5%	61.4%	1.82%	7.02%
High	90.2%	58.3%	1.73%	10.05%
Medium	90.0%	58.8%	1.71%	8.37%
Low	63.3%	16.7%	0.25%	0.77%

Tasks & environments

Pass/fail per reasoning level across each benchmark.

ARC-AGI-3 Public Demo - Standard harness

25 environments


FT09	47.6%	46.9%	47.6%	0.0%
CN04	14.3%	0.3%	2.5%	0.0%
SP80	14.3%	14.3%	4.8%	0.4%
VC33	10.7%	10.7%	10.7%	0.0%
AR25	8.3%	8.3%	8.3%	0.0%
LP85	8.3%	2.8%	31.3%	0.0%
CD82	3.7%	0.0%	0.0%	0.0%
KA59	3.6%	0.0%	3.6%	0.0%
LS20	3.6%	3.6%	3.6%	0.0%
SB26	2.8%	0.9%	2.8%	0.0%
SK48	2.8%	2.8%	2.8%	0.0%
WA30	2.2%	1.6%	0.0%	0.0%
LF52	1.8%	0.2%	0.2%	0.1%
S5I5	1.6%	0.0%	0.5%	0.0%
RE86	1.4%	2.8%	2.8%	0.0%
BP35	0.0%	0.0%	0.0%	0.0%
DC22	0.0%	22.1%	19.3%	0.0%
G50T	0.0%	0.0%	0.0%	0.0%
M0R0	0.0%	2.9%	0.0%	0.0%
R11L	0.0%	0.0%	1.3%	0.0%
SC25	0.0%	0.0%	2.7%	0.0%
SU15	0.0%	2.2%	0.0%	0.0%
TN36	0.0%	3.6%	3.6%	0.0%
TR87	0.0%	0.0%	0.0%	0.0%
TU93	0.0%	0.0%	0.0%	0.0%

ARC-AGI-3 Public Demo - Provider Adapter harness

25 environments


FT09	100.0%	47.6%	100.0%	2.0%
LP85	100.0%	95.0%	100.0%	0.3%
DC22	71.4%	71.4%	47.6%	4.8%
CN04	47.6%	100.0%	23.5%	0.0%
SP80	45.6%	47.6%	46.1%	4.3%
KA59	35.7%	51.1%	3.6%	1.1%
WA30	22.2%	6.7%	13.3%	13.3%
TU93	12.1%	22.2%	13.3%	0.5%
VC33	10.7%	10.4%	10.5%	0.0%
SK48	8.3%	12.2%	0.0%	0.0%
AR25	6.7%	94.2%	58.3%	6.9%
R11L	4.8%	28.6%	23.0%	0.0%
G50T	3.6%	0.5%	0.0%	0.0%
LS20	3.6%	3.6%	3.6%	2.8%
TN36	3.6%	3.6%	0.0%	2.7%
SB26	2.8%	2.8%	7.4%	15.7%
RE86	2.6%	2.0%	7.8%	0.0%
SU15	2.2%	6.7%	2.2%	0.0%
LF52	1.8%	1.8%	5.5%	0.4%
S5I5	0.2%	0.3%	0.0%	0.0%
BP35	0.0%	0.4%	1.0%	0.0%
CD82	0.0%	0.0%	2.8%	0.0%
M0R0	0.0%	0.0%	0.0%	0.0%
SC25	0.0%	0.0%	0.0%	0.0%
TR87	0.0%	0.0%	0.0%	0.0%

ARC-AGI-2 Public Eval

120 tasks

Task	XHigh	High	Medium	Low
0934a4d8	✗	✗	✗	✗
135a2760	✓	✓	✓	✗
136b0064	✓	✓	✓	✗
13e47133	✗	✗	✗	✗
142ca369	✓	✓	✗	✗
16b78196	✗	✗	✗	✗
16de56c4	✓	✗	✓	✗
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195c6913	✗	✗	✗	✗
1ae2feb7	✓	✓	✓	✓
20270e3b	✓	✓	✓	✗
20a9e565	✗	✓	✗	✗
21897d95	✗	✗	✗	✗
221dfab4	✗	✗	✗	✗
247ef758	✗	✓	✗	✗
269e22fb	✗	✗	✗	✗
271d71e2	✓	✗	✗	✗
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291dc1e1	✗	✗	✗	✓
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31f7f899	✓	✓	✓	✓
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35ab12c3	✗	✗	✗	✗
36a08778	✓	✓	✗	✗
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3a25b0d8	✗	✗	✗	✗
3dc255db	✗	✗	✗	✗
3e6067c3	✓	✓	✓	✓
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a251c730	✓	✓	✗	✓
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b99e7126	✓	✓	✓	✓
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d59b0160	✗	✗	✓	✗
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faa9f03d	✗	✗	✗	✗
fc7cae8d	✓	✗	✗	✗

ARC-AGI-1 Public Eval

400 tasks

Task	XHigh	High	Medium	Low
00576224	✓	✓	✓	✓
009d5c81	✓	✓	✓	✓
00dbd492	✓	✓	✓	✓
03560426	✓	✓	✓	✓
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070dd51e	✓	✓	✗	✓
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0934a4d8	✗	✗	✗	✗
09c534e7	✓	✓	✓	✗
0a1d4ef5	✓	✓	✓	✓
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0b17323b	✓	✓	✓	✓
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0becf7df	✓	✓	✓	✓
0c786b71	✓	✓	✓	✓
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0d87d2a6	✗	✗	✗	✗
0e671a1a	✓	✓	✓	✓
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136b0064	✓	✓	✓	✗
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2037f2c7	✓	✓	✓	✗
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31adaf00	✓	✗	✓	✗
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Grok 4.7

ARC-AGI 3 leaderboard

Verified scores

Tasks & environments

ARC-AGI-3 Public Demo - Standard harnessStandard harness enables a model to carry forward notes it chooses to keep with it throughout the environment.

ARC-AGI-3 Public Demo - Provider Adapter harnessThe Provider Adapter harness preserves opaque reasoning state between requests and uses compaction for longer conversations, allowing the model to reuse prior work.

ARC-AGI-2 Public Eval

ARC-AGI-1 Public Eval

ARC Prize 2026

ARC Prize: Newsletter

ARC-AGI-3 Public Demo - Standard harness

ARC-AGI-3 Public Demo - Provider Adapter harness