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
45/57

0.0%

Β±3.81
41/59

0.0%

Β±6.13
14/25

0.0%

Β±2.96
45/57

0.0%

Β±0.83
43/60

0.0%

Β±3.03
34/60

0.0%

Β±2.21
62/92

0.0%

Β±1.87
29/94

0.0%

Β±0.95
55/98

0.0%

Β±2.38
29/31

0.0%

Β±3.26
64/81

0.0%

Β±0.84
18/145

0.0%

Β±3.40
68/95

0.0%

Β±2.04
57/138

0.0%

Β±4.47
26/27

0.0%

Β±0.99
26/143

0.0%

Β±0.46
57/144

0.0%

Β±0.35
58/138

0.0%

Β±0.50
15/45

0.0%

Β±3.66
32/35

0.0%

Β±1.71
20/88

0.0%

Β±2.34
41/65
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