Inkling Small

As of July 30, 2026, Thinking Machines' Inkling Small is the highest-scoring open-weight model evaluated by ARC Prize on both ARC-AGI-1 and ARC-AGI-2, while advancing the cost-performance frontier. At xhigh effort, it scores 84.0% on ARC-AGI-1 at $0.11 per task and 40.1% on ARC-AGI-2 Semi-Private at $0.23 per task, surpassing the original Inkling's scores of 79.5% at $0.30 and 36.5% at $0.64, respectively. It has not yet been evaluated on ARC-AGI-3.

Related models: Inkling

ARC-AGI 2 leaderboard

Verified scores

Tasks & environments

Pass/fail per reasoning level across each benchmark.

ARC-AGI-2 Public Eval

120 tasks

Task	XHigh ✓✗	High ✓✗	Medium ✓✗	Low ✓✗	Minimal ✓✗	None ✓✗
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	✗	✗	✗	✗	✗	✗
4a21e3da	✓	✓	✗	✗	✗	✗
4c3d4a41	✓	✓	✗	✗	✗	✗
4c416de3	✗	✗	✗	✗	✗	✗
4c7dc4dd	✗	✗	✗	✗	✗	✗
4e34c42c	✗	✗	✗	✗	✗	✗
53fb4810	✓	✗	✓	✗	✗	✗
5545f144	✗	✗	✗	✗	✗	✗
581f7754	✗	✗	✗	✗	✗	✗
58490d8a	✓	✓	✓	✓	✗	✗
58f5dbd5	✓	✓	✗	✗	✗	✗
5961cc34	✓	✓	✗	✗	✗	✗
5dbc8537	✗	✗	✗	✗	✗	✗
62593bfd	✗	✗	✗	✗	✗	✗
64efde09	✗	✗	✗	✗	✗	✗
65b59efc	✓	✗	✗	✗	✗	✗
67e490f4	✓	✗	✗	✗	✗	✗
6e453dd6	✓	✗	✗	✓	✗	✗
6e4f6532	✗	✗	✗	✗	✗	✗
6ffbe589	✗	✗	✗	✗	✗	✗
71e489b6	✗	✗	✗	✗	✗	✗
7491f3cf	✗	✗	✗	✗	✗	✗
7666fa5d	✗	✗	✗	✗	✗	✗
78332cb0	✗	✗	✗	✗	✗	✗
7b0280bc	✗	✗	✗	✗	✗	✗
7b3084d4	✗	✗	✗	✗	✗	✗
7b5033c1	✓	✓	✓	✗	✗	✗
7b80bb43	✓	✗	✗	✗	✗	✗
7c66cb00	✓	✓	✗	✗	✗	✗
7ed72f31	✗	✗	✗	✗	✗	✗
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 ✓✗	Minimal ✓✗	None ✓✗
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	✓	✗	✗	✗	✗	✗
15663ba9	✓	✗	✓	✗	✗	✗
15696249	✓	✓	✓	✓	✓	✗
16b78196	✗	✗	✗	✗	✗	✗
17b80ad2	✓	✓	✓	✓	✗	✗
17cae0c1	✓	✓	✓	✓	✓	✗
18419cfa	✓	✓	✗	✗	✗	✗
184a9768	✗	✓	✗	✓	✗	✗
195ba7dc	✓	✓	✓	✓	✓	✗
1990f7a8	✓	✓	✓	✓	✓	✗
19bb5feb	✓	✓	✓	✓	✓	✗
1a2e2828	✓	✓	✓	✓	✓	✓
1a6449f1	✓	✓	✓	✓	✓	✗
1acc24af	✗	✗	✗	✗	✗	✗
1c02dbbe	✓	✓	✓	✓	✓	✗
1c0d0a4b	✓	✓	✓	✓	✓	✗
1c56ad9f	✓	✗	✓	✗	✗	✗
1d0a4b61	✓	✓	✓	✓	✓	✓
1d398264	✓	✓	✓	✓	✓	✗
1da012fc	✓	✓	✓	✓	✓	✗
1e81d6f9	✓	✓	✓	✓	✓	✗
1e97544e	✓	✓	✗	✗	✗	✓
2037f2c7	✓	✓	✗	✗	✗	✗
2072aba6	✓	✓	✓	✓	✓	✓
20818e16	✓	✓	✓	✓	✓	✗
20981f0e	✓	✓	✓	✗	✗	✗
212895b5	✗	✓	✗	✗	✗	✗
21f83797	✓	✓	✓	✓	✓	✗
22a4bbc2	✓	✓	✓	✗	✗	✗
25094a63	✗	✓	✗	✗	✗	✗
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256b0a75	✗	✓	✗	✗	✗	✗
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310f3251	✓	✓	✓	✓	✓	✗
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31adaf00	✓	✓	✓	✓	✗	✗
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332efdb3	✓	✓	✓	✓	✓	✓
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3490cc26	✓	✓	✓	✗	✗	✗
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351d6448	✓	✓	✗	✗	✗	✗
358ba94e	✓	✓	✓	✓	✓	✗
37d3e8b2	✓	✗	✗	✗	✗	✗
3979b1a8	✓	✓	✓	✓	✓	✓
3a301edc	✓	✓	✓	✓	✗	✗
3b4c2228	✓	✓	✓	✓	✓	✗
3d31c5b3	✓	✓	✓	✗	✓	✗
3ed85e70	✗	✗	✗	✗	✗	✗
3ee1011a	✓	✓	✓	✓	✓	✗
3f23242b	✓	✓	✓	✓	✓	✗
40f6cd08	✗	✗	✗	✗	✗	✓
414297c0	✓	✓	✓	✗	✗	✗
423a55dc	✓	✓	✓	✓	✓	✗
42918530	✓	✓	✓	✓	✓	✗
42a15761	✓	✓	✓	✓	✗	✗
4364c1c4	✓	✓	✓	✓	✓	✗
456873bc	✓	✓	✓	✗	✓	✗
45737921	✓	✓	✓	✓	✓	✓
45bbe264	✓	✓	✓	✓	✓	✗
477d2879	✗	✗	✗	✗	✗	✗
47996f11	✗	✗	✗	✗	✗	✗
48131b3c	✓	✓	✓	✓	✓	✗
4852f2fa	✓	✓	✓	✓	✓	✗
48f8583b	✓	✓	✓	✓	✓	✗
4aab4007	✓	✗	✓	✓	✗	✓
4acc7107	✓	✓	✓	✗	✗	✗
4b6b68e5	✗	✗	✗	✗	✗	✗
4c177718	✗	✗	✓	✗	✓	✗
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4e45f183	✓	✓	✗	✗	✓	✗
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4f537728	✓	✓	✓	✓	✓	✓
4ff4c9da	✗	✗	✗	✗	✗	✗
505fff84	✓	✓	✓	✓	✓	✗
506d28a5	✓	✓	✓	✓	✓	✗
50a16a69	✓	✓	✓	✓	✓	✓
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50f325b5	✓	✓	✗	✗	✗	✗
516b51b7	✓	✓	✓	✗	✗	✗
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54db823b	✓	✓	✓	✓	✗	✗
55059096	✓	✓	✓	✓	✓	✗
551d5bf1	✓	✓	✓	✗	✗	✗
55783887	✓	✓	✓	✓	✗	✗
575b1a71	✓	✓	✓	✓	✓	✗
5783df64	✓	✓	✓	✓	✓	✗
5833af48	✓	✓	✓	✓	✓	✗
58743b76	✓	✓	✓	✓	✓	✗
58e15b12	✓	✗	✗	✗	✗	✗
59341089	✓	✓	✓	✓	✓	✓
5a5a2103	✓	✓	✓	✓	✓	✗
5af49b42	✓	✓	✓	✓	✗	✗
5b526a93	✓	✓	✓	✓	✓	✗
5b692c0f	✗	✗	✗	✗	✗	✗
5b6cbef5	✓	✓	✓	✓	✓	✗
5d2a5c43	✓	✓	✓	✓	✓	✗
5ffb2104	✓	✓	✓	✗	✓	✗
604001fa	✓	✓	✓	✓	✓	✗
60a26a3e	✓	✓	✓	✗	✓	✗
60c09cac	✓	✓	✓	✓	✓	✗
626c0bcc	✓	✓	✓	✗	✓	✗
62ab2642	✓	✗	✓	✓	✓	✗
62b74c02	✓	✓	✓	✓	✓	✓
639f5a19	✓	✓	✓	✓	✓	✗
642248e4	✓	✓	✓	✓	✓	✗
642d658d	✓	✓	✓	✓	✓	✓
64a7c07e	✓	✓	✓	✓	✓	✗
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