#11Thinking Machines· released 2026-07-17

Thinking Machines: Inkling.

Inkling is an open-weight multimodal mixture-of-experts model from Thinking Machines Lab, with 41B active parameters out of 975B total. It is designed for general-purpose reasoning, coding, agentic and tool-use systems,...

View on OpenRouter ↗
Context
524K
Input $/1M
$1.00
Output $/1M
$4.05
Modality
text · image · audio
Arena Elo
1516
LMArena — human blind votes
AA Index
61.0
Artificial Analysis composite
LiveBench
77.5
Contamination-resistant
GPQA
84.6%
Grad-level science reasoning
MMLU-Pro
83.2%
Broad knowledge
SWE-bench
66.8%
Real GitHub bugs (Verified)
Terminal-Bench
45.3%
Agentic shell tasks
ARC-AGI
15.7%
Abstract reasoning
Aider Polyglot
81.8%
Multi-language code editing
Speed
85 tok/s
Median output speed

Nearby on the leaderboard