Compare Models

Inkling 2 Small

Inkling 2 Small is an open-weight model from Thinking Machines, released November 5, 2026. It ranks #19 of 34 models on the Vals Index with 56.08%. Its best result is #4 of 37 on Finance Agent v2.1.

Release Date: Nov 5, 2026

Developer Thinking Machines  🇺🇸
Context Window 1M
Max Output Tokens 1M
Token Costs (in/out) $0.30/1.00
Weights Open
Input Modalities

Accuracy

56.08 % ± 1.18

Cost / Test (Vals Index)

$ 3.509

Latency

50 min 35 s

Vals Index
BenchmarksAccuracyRankings
Vals Index

56.08%

±1.18
19/34
Vals Finance Index

61.47%

±1.45
7/37
Vals Legal Index

73.89%

±1.83
7/35
CyberBench v1.1

72.74%

±5.67
17/48
EMB v1.1

69.50%

±2.49
18/39
Finance Agent v2.1

67.54%

±2.02
4/37
Legal Research Bench

46.63%

±3.47
17/91
SAGE

88.57%

±1.75
8/29
SRE Bench

1.91%

±0.85
27/37
Tax Agent Bench

38.91%

±3.27
12/82
Vibe Code Bench v1.1

81.55%

±3.45
28/125
BioMysteryBench

70.00%

±1.28
14/30
HLAB-Vals-1.1

21.67%

±3.33
5/35
ProgramBench

0.50%

±0.50
24/65
SWE-bench Multimodal

43.13%

±2.26
13/21
Terminal-Bench 4.0

12.63%

±3.07
41/61
Terminal-Bench-Science

2.86%

±2.01
33/44
Proprietary BenchmarksAcademic BenchmarksIndustry Partners
Vals
Default Provider : Thinkingmachines
Temperature: 1
Top P: 1
Top K: Default
Max Output Tokens: 1,024,000
Reasoning Effort: 0.99