Best IBM Models for Coding

Match · Updated July 2026

Granite 4.1 8B is the best IBM model for coding, with a 9.5 Artificial Analysis Coding Index across benchmarks like SWE-bench and SciCode.

9.5Coding

6.7Intelligence

$0.050Input /M

131KContext

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 AI coding models for code generation, debugging and agentic development.

1
granite-4.1-8b
ToolsJSON6.7 intel · $0.050/M · 131K ctx
9.5
Coding

Frequently asked

What is the best IBM model for coding?

Granite 4.1 8B is the best IBM model for coding, with a 9.5 Artificial Analysis Coding Index across benchmarks like SWE-bench and SciCode.

How many IBM models are there?

modelgrep tracks 2 IBM models with live benchmarks, speed, latency and per-provider pricing, led on intelligence by Granite 4.1 8B. 1 of them qualify for this ranking.

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All rankings

Small & Fast LLMs Best Local 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 Best LLMs for Writing Best LLMs for Math & Science Best LLMs for RAG Best LLMs for SQL & Data Analysis Best LLMs for Roleplay Best Uncensored LLMs