CodeFuse 蚂蚁CodeFuse

Ant Group's open code models, training frameworks and AI coding tools

Code & Dev Tools Open Source Has API Open Source
Researched · Published · Reviewed
RECATOOLS Score
6.4 / 10
Capability
7
Value for money
8
Ease of use
4
ASEAN readiness
5
API quality
5
Founded
2023
Developer
Ant Group

Overview

CodeFuse is Ant Group's open-source AI coding project, launched in September 2023: code models fine-tuned with its MFTCoder framework, the OpenSumi-based CodeFuse IDE, agent frameworks and, more recently, F2LLM embedding models. Weights are free, under Apache-2.0 or a custom CodeFuse Community License; the IDE and chatbot have not been updated since 2024.

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Pricing

Pricing shown for reference only. These figures reflect RECATOOLS research as of 14 Oct 2026 and may be out of date or incomplete. This is not financial or purchasing advice — always confirm the current price on the provider’s official website before making any decision.

Free
Free
Open-source code (Apache-2.0) and model weights (Apache-2.0 or the CodeFuse Community License) are free to self-host

Use cases

Java enterprise coding Open-weights deployment Microservices development

What you can produce with CodeFuse 蚂蚁CodeFuse

  • Code models fine-tuned from CodeLlama, DeepSeek-Coder and Ant's own base model
  • MFTCoder multi-task fine-tuning framework
  • CodeFuse IDE, an AI-native editor built on OpenSumi
  • F2LLM embedding models under Apache-2.0
  • Agent frameworks and the OpAgent web agent
  • Code evaluation sets including CodeFuse-DeBench
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ASEAN Perspective

CodeFuse 蚂蚁CodeFuse in Southeast Asia

蚂蚁集团技术输出的重要载体,开源模型在中文开发者社区的受关注度较高。

RECATOOLS Verdict

CodeFuse is valuable as a research resource: open code models, the MFTCoder multi-task fine-tuning framework, evaluation sets and newer embedding models from one of China's largest engineering organisations.

It is not a maintained coding assistant you can install today. The IDE and chatbot have been quiet since 2024, the headline benchmark results date from 2023, and the main code models use a custom licence rather than a standard open-source one.

Desk research by RECATOOLS from public sources, written with AI assistance — not a hands-on test. How we review

What we found

CodeFuse is Ant Group's family of AI coding models and tools, open-sourced at the Bund Summit in Shanghai on 8 September 2023. It began as an internal assistant for Ant's own engineers: in April 2024 Ant said more than half of its programmers used it each week and that about a tenth of their submitted code came from it. The public side lives in the codefuse-ai GitHub organisation, which the project says has released fifteen code-related models along with training frameworks, evaluation sets and tools.

The best-known pieces are the 2023 and early-2024 code models, fine-tuned from CodeLlama, DeepSeek-Coder and Ant's own 13B model with the MFTCoder multi-task framework. Ant reported 74.4 per cent on HumanEval for CodeFuse-CodeLlama-34B and 78.65 per cent for its DeepSeek-33B variant, at a time when it put GPT-4 at 67 per cent; those are the company's own measurements on a benchmark that newer models have long since saturated. Later releases include the Rodimus-Plus-Coder and CodeFuse-CGM-72B code models in 2025, CodeFuse IDE, an AI-native editor built on OpenSumi, and agent and chatbot frameworks.

Licensing needs care. The main code models use a custom CodeFuse Community License that is royalty-free but adds attribution and notice terms, so they are open weights rather than open source in the strict sense. Newer models such as the F2LLM embedding family are Apache-2.0, as is most of the code. Earlier versions of this page called all the weights permissively licensed.

The project is active, but its focus has shifted. Recent releases are F2LLM-v2 embeddings, the OpAgent web agent and the CodeFuse-DeBench benchmark, while the portal, the IDE, whose last release was in December 2024, and the coding chatbot have gone quiet. We could not find a current CodeFuse assistant in the VS Code or JetBrains marketplaces, and no pricing is published.

CodeFuse is best treated as a research resource from a large Chinese engineering organisation, useful for code-model training recipes and embeddings, rather than a maintained coding assistant to adopt.

Compiled by RECATOOLS from public sources: vendor documentation and pricing, code repositories and published reporting.

Frequently asked questions

No, and expecting one will disappoint. It is a research and engineering toolkit — setup, fine-tuning and ops effort are yours, not a polished assistant you install.
Java enterprise development and the SOFAStack microservices ecosystem, which is exactly what it was built for inside Ant Group's own codebase.
The released models have passed a million downloads and reportedly beat GPT-4-era HumanEval numbers.

About this listing

Researched on
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This entry was compiled from publicly available data including CodeFuse 蚂蚁CodeFuse's official website, press releases, documentation, and reputable third-party publications. RECATOOLS is not affiliated with CodeFuse 蚂蚁CodeFuse unless explicitly stated.

Data accuracy

Third-party AI tools update their pricing, features, availability, and policies frequently. Information here may be outdated by the time you read this — we make reasonable efforts to keep listings current, but cannot guarantee absolute accuracy.

For the latest details, please refer to CodeFuse 蚂蚁CodeFuse directly →

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