Best Thinking Machines Models for Coding

Quick answer · Updated July 2026

Inkling is the best Thinking Machines model for coding, with a 52.1 Artificial Analysis Coding Index across benchmarks like SWE-bench and SciCode.

52.1Coding

40.7Intelligence

$1.00Input /M

1.0MContext

AI models ranked by the Artificial Analysis Coding Index, measuring real-world software engineering ability across benchmarks like SWE-bench, SciCode and terminal tasks. The best LLMs for code generation, debugging and agentic development.

1T
inkling
ReasoningToolsVision+140.7 intel · $1.00/M · 1.0M ctx
52.1
Coding

Frequently asked

What is the best Thinking Machines model for coding?

Inkling is the best Thinking Machines model for coding, with a 52.1 Artificial Analysis Coding Index across benchmarks like SWE-bench and SciCode.

How many Thinking Machines models are there?

modelgrep tracks 1 Thinking Machines models with live benchmarks, speed, latency and per-provider pricing, led on intelligence by Inkling. 1 of them qualify for this ranking.

More Thinking Machines rankings

Thinking Machines: Smartest LLMs Thinking Machines: Best LLMs for Design & Frontend Thinking Machines: Fastest LLMs Thinking Machines: Lowest-Latency LLMs Thinking Machines: Cheapest LLMs Thinking Machines: Best Free LLMs Thinking Machines: Best Reasoning LLMs Thinking Machines: Best Vision LLMs Thinking Machines: Best LLMs for Agents Thinking Machines: Best Open-Source LLMs Thinking Machines: Longest-Context LLMs

All rankings

Small & Fast LLMs Smartest LLMs Best LLMs for Design & Frontend Fastest LLMs Lowest-Latency LLMs Cheapest LLMs Best Free LLMs Best Reasoning LLMs Best Vision LLMs Best LLMs for Agents Best Open-Source LLMs Longest-Context LLMs