Release Date: Jul 30, 2026

Developer Thinking MachinesΒ πŸ‡ΊπŸ‡Έ
Context Window 262k
Max Output Tokens 262k
Token Costs (in/out) $0.30/1.20
Weights Open
Input Modalities

Accuracy

31.86 % Β± 1.10

Cost / Test (Vals Index)

$ 0.281

Latency

22 min 53 s

Vals Index
BenchmarksAccuracyRankings

0.0%

Β±1.10
36/46

0.0%

Β±3.81
33/49

0.0%

Β±6.13
12/22

0.0%

Β±2.96
36/46

0.0%

Β±0.83
34/49

0.0%

Β±3.03
25/49

0.0%

Β±2.21
57/85

0.0%

Β±1.87
23/84

0.0%

Β±0.95
52/95

0.0%

Β±2.38
22/23

0.0%

Β±3.26
59/76

0.0%

Β±0.84
16/140

0.0%

Β±3.40
59/84

0.0%

Β±2.04
52/133

0.0%

Β±0.99
24/138

0.0%

Β±0.46
51/137

0.0%

Β±0.35
54/133

0.0%

Β±0.50
11/39

0.0%

Β±3.66
26/28

0.0%

Β±1.71
16/83

0.0%

Β±2.34
32/54
Proprietary BenchmarksAcademic BenchmarksIndustry Partners
Vals
Default Provider : Thinkingmachines
Temperature: 1
Top P: 1
Top K: Default
Max Output Tokens: 262,000
Reasoning Effort: 0.99