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Artificial Analysis Long Context Reasoning (AA-LCR)

A display-only Artificial Analysis long-context reasoning evaluation.

Benchmark score on AA-LCR — June 13, 2026

BenchLM mirrors the published score view for AA-LCR. GPT-5.2-Codex leads the public snapshot at 75.7% , followed by GPT-5 (high) (75.6%) and GPT-5.1 (75.0%). BenchLM does not use these results to rank models overall.

123 modelsReasoningCurrentDisplay onlyUpdated June 13, 2026

The published AA-LCR snapshot is tightly clustered at the top: GPT-5.2-Codex sits at 75.7%, while the third row is only 0.7 points behind. The broader top-10 spread is 2.9 points, so many of the published scores sit in a relatively narrow band.

123 models have been evaluated on AA-LCR. The benchmark falls in the Reasoning category. This category carries a 17% weight in BenchLM.ai's overall scoring system. AA-LCR is currently displayed for reference but excluded from the scoring formula, so it does not directly affect overall rankings.

About AA-LCR

Year

2026

Tasks

Long-context reasoning tasks

Format

Accuracy

Difficulty

Long-context reasoning

BenchLM stores AA-LCR as a display-only row when OpenRouter or Artificial Analysis publishes the exact long-context reasoning card value.

BenchLM freshness & provenance

Version

AA-LCR 2026

Refresh cadence

Quarterly

Staleness state

Current

Question availability

Public benchmark set

CurrentDisplay only

BenchLM uses freshness metadata to decide whether a benchmark should still be treated as a strong differentiator, a benchmark to watch, or a display-only reference. For the full scoring policy, see the BenchLM methodology page.

Benchmark score table (123 models)

1
75.7%
2
75.6%
3
75.0%
4
74.3%
5
74.0%
6
74.0%
7
74.0%
8
74.0%
9
73.3%
10
72.8%
11
72.7%
12
72.7%
13
70.7%
14
70.7%
15
70.3%
16
69.7%
17
69.7%
18
69.7%
19
69.7%
20
69.3%
21
69.3%
22
69.3%
23
69.0%
24
68.7%
25
68.7%
26
68.0%
28
67.7%
29
67.3%
30
67.3%
31
67.3%
32
67.0%
33
67.0%
34
66.7%
35
66.7%
36
66.3%
37
66.3%
38
66.0%
39
66.0%
40
65.7%
41
65.3%
42
65.3%
43
65.3%
44
65.3%
45
65.0%
46
65.0%
47
64.7%
48
64.3%
49
64.0%
50
63.7%
51
63.7%
52
63.3%
53
63.0%
54
62.7%
55
62.7%
56
62.3%
57
62.0%
58
61.0%
59
61.0%
60
61.0%
61
60.7%
62
60.7%
63
59.3%
64
58.3%
65
58.0%
66
57.7%
67
55.7%
68
55.7%
69
55.3%
70
54.7%
71
54.7%
72
53.3%
73
51.0%
74
50.7%
75
48.3%
76
48.0%
77
46.7%
78
46.0%
79
46.0%
80
45.9%
81
45.0%
82
44.7%
83
44.7%
84
44.3%
85
43.7%
86
42.3%
87
39.0%
89
34.7%
90
33.0%
91
33.0%
92
31.3%
93
30.7%
94
30.7%
95
29.0%
96
28.0%
97
26.3%
98
25.8%
99
25.0%
100
24.3%
101
22.0%
102
21.0%
103
19.0%
104
17.0%
105
15.0%
106
9.7%
107
8.0%
108
7.3%
109
6.7%
110
6.3%
111
5.7%
112
5.3%
113
4.0%
114
0.0%
115
0.0%
116
0.0%
117
0.0%
118
0.0%
119
0.0%
120
0.0%
121
0.0%
122
0.0%
123
0.0%

FAQ

What does AA-LCR measure?

A display-only Artificial Analysis long-context reasoning evaluation.

Which model scores highest on AA-LCR?

GPT-5.2-Codex by OpenAI currently leads with a score of 75.7% on AA-LCR.

How many models are evaluated on AA-LCR?

123 AI models have been evaluated on AA-LCR on BenchLM.

Last updated: June 13, 2026 · BenchLM version AA-LCR 2026

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