Inkling 2 Small

Released2026-11-05
Price per 1M$0.000 in · $0.000 out
Overall score58.8 · rank 40
Context window1,048,576 tokens
ProviderThinking Machines
WeightsProprietary (Proprietary)

Scores

DimensionScoreRankBenchmarks
Overall: Balanced 58.8 40 19
Overall: Coding 58.8 41 17
Overall: Reasoning 63.3 16 4
Overall: Agentic work 59.4 36 15
Overall: Frontend 58.8 34 5
Coding 57.6 50 3
Agents 59.0 40 9
Reasoning 64.0 17 3
Knowledge 61.9 17 1
Frontend 59.5 25 2
General 50.2 105 1

Buzz

Posts on XAbout 44 a day
Mood45% positive, 0% negative
Hacker News6 mentions this week
Checked2026-11-11

Configurations

ConfigurationBalancedBenchmarks
Unspecified setting 58.5 ±2.1 17
Extra High 64.5 ±5.7 2

Evidence

Coding 57.6 ±3.3

BenchmarkResultSourceDate
SciCode 52.3% Epoch AI 2026-11-11
SWE-bench Multimodal 43.1% Vals AI 2026-11-09
ProgramBench 0.5% Vals AI 2026-11-09

Agents 59.0 ±1.3

BenchmarkResultSourceDate
Terminal-Bench 4.0 (Vals run) 12.6% Vals AI 2026-11-09
SRE Bench 1.9% Vals AI 2026-11-05
Terminal-Bench-Science 2.9% Vals AI 2026-11-09
APEX-Agents 46.8% Epoch AI 2026-11-11
EMB v1.1 (Excel financial modeling) 69.5% Vals AI 2026-11-09
Tax Agent Bench 38.9% Vals AI 2026-11-09
Finance Agent v2.1 67.5% Vals AI 2026-11-09
HLAB-Vals 1.1 (legal agent) 21.7% Vals AI 2026-11-09
CyberBench v1.1 72.7% Vals AI 2026-11-05

Reasoning 64.0 ±4.0

BenchmarkResultSourceDate
BioMysteryBench 70.0% Vals AI 2026-11-09
ARC-AGI-2 81.7% Epoch AI 2026-11-11
ARC-AGI-1 (ARC Prize verified) 96.5% ARC Prize 2026-11-11
ARC-AGI-1 96.5% Epoch AI 2026-11-11
ARC-AGI-2 (ARC Prize verified) 81.7% ARC Prize 2026-11-11

Knowledge 61.9 ±6.5

BenchmarkResultSourceDate
Legal Research Bench 46.6% Vals AI 2026-11-09

Frontend 59.5 ±0.7

BenchmarkResultSourceDate
Vibe Code Bench v1.1 81.5% Vals AI 2026-11-09
LMArena WebDev 1,649 LMArena 2026-11-09

General 50.2 ±4.1

BenchmarkResultSourceDate
LMArena Text 1,412 LMArena 2026-11-09

Names matched to this model

inkling-2-small

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