Best DeepSeek Models for Coding

Quick answer · Updated June 2026

DeepSeek V4 Flash is the best DeepSeek model for coding, with a 39.8 Artificial Analysis Coding Index across benchmarks like SWE-bench and SciCode. DeepSeek V4 Pro (38.4) and DeepSeek V3.2 (36.7) round out the top three.

39.8Coding

46.0Intelligence

85 t/sSpeed

$0.098Input /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.

Frequently asked

What is the best DeepSeek model for coding?

What's a good alternative to DeepSeek V4 Flash?

DeepSeek V4 Pro (38.4) is the closest alternative on this metric, followed by DeepSeek V3.2 (36.7). See the full ranking above for the tradeoffs.

How many DeepSeek models are there?

modelgrep tracks 12 DeepSeek models with live benchmarks, speed, latency and per-provider pricing, led on intelligence by DeepSeek V4 Flash. 10 of them qualify for this ranking.

More DeepSeek rankings

DeepSeek: Smartest LLMs DeepSeek: Best LLMs for Design & Frontend DeepSeek: Fastest LLMs DeepSeek: Lowest-Latency LLMs DeepSeek: Cheapest LLMs DeepSeek: Best Free LLMs DeepSeek: Best Reasoning LLMs DeepSeek: Best Vision LLMs DeepSeek: Best LLMs for Agents DeepSeek: Best Open-Source LLMs DeepSeek: 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