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VERIFIED EDITOR SCORE: 9.7/10

DeepSeek-Coder-V2

AI Code Tools → Code Assistant · DeepSeek AI · Est. 2024

Massive open-source Mixture-of-Experts model trained on 338 programming languages.

VISIT DEEPSEEK-CODER-V2
Vinggle Audit: VERIFIED LISTING
Pricing ModelOpen Source / Ultra-Low API Tiers
PlatformsWeb, API, Hugging Face
HQHangzhou, China
CategoryCode Assistant

01 — Overview

What is DeepSeek-Coder-V2?

While the general DeepSeek model handles broad reasoning, DeepSeek-Coder-V2 was engineered from the ground up for software developers. Built on a massive Mixture-of-Experts foundation, it rivals GPT-4 Turbo and Claude 3.5 Sonnet on programming benchmarks while supporting over 338 coding languages.

It excels in real-world repository tasks: resolving complex Git merge conflicts, refactoring legacy dependencies, and writing mathematically rigorous unit test suites.

9.7 EDITOR SCORE

Vinggle verdict The absolute king of open-source coding models. Unbeatable programming comprehension and multi-language versatility.

02 — Key features

What it does best.

  1. 01

    338 Language Support

    Comprehensive fluency from Python, C++, and JavaScript to niche domain syntaxes.

  2. 02

    128K Context Window

    Maps entire multi-file project repositories for synchronized edits.

  3. 03

    Open MoE Architecture

    Lightweight active parameter activation keeping inference fast and cheap.

03 — Honest take

Pros & cons.

Why we like it

  • Matches proprietary models on complex code synthesis and debugging
  • Superb multi-language syntax adherence across legacy and modern frameworks
  • Incredibly low API token pricing for development tools

Where it falls short

  • Full weights require substantial multi-GPU hardware for local self-hosting
  • Official web endpoints can see queues during peak developer hours

04 — Plans & pricing

What it costs.

Web Chat

Free unlimited access to coding chat interface

$0USD

Developer API

Extremely low inference cost per million tokens

Pay-per-tokenUSD

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