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StarCoder
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StarCoder

by Hugging Face and ServiceNow

Open-source code generation model for developers.

Reviewed June 2026by CBAI Editorial Team
8.5/10

Score

4.3 out of 5 · our score
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Developer

Our verdict

StarCoder is a robust, open-source code generation model developed by Hugging Face and ServiceNow. Trained on a vast dataset of over 80 programming languages, it excels in code generation tasks, particularly in Python. Its open-source nature and transparent training data make it a valuable tool for developers and researchers. However, the lack of official enterprise support may be a consideration for large organizations seeking dedicated assistance.

Overview

StarCoder is an open-source large language model (LLM) developed by the BigCode project, a collaboration between Hugging Face and ServiceNow. It is designed for code generation and understanding, trained on a vast dataset of over 80 programming languages sourced from permissively licensed code on GitHub. The model has been fine-tuned to enhance performance in Python code generation tasks. StarCoder is released under the BigCode OpenRAIL-M license, allowing for commercial use…

Score breakdown

Overall score

8.5/10
Output quality8.5/10
Ease of use8.0/10
Value for money9.0/10
Features & tools8.5/10
API & integrations7.5/10
Support & docs8.0/10

Scores are editorial assessments by the Compare Best AI team on a 0–10 scale.

Expert review

C

CBAI Editorial Team

Compare Best AI · Editorial Team

## Overview

How we tested

Days tested

7 days

Tasks evaluated

  • ·Code completion in Python
  • ·Code translation between languages
  • ·Automated code documentation generation
  • ·Integration into VSCode

Method

Compared against proprietary models like OpenAI's Codex and Meta's Code Llama using identical inputs

Reviewer

CBAI Editorial Team

Plans & pricing

Most Popular

Free

$0/mo

Individual developers and small teams

  • Access to all model features
  • Community support

Pricing may vary by region. Always verify on the vendor's website.

Feature comparison

FeatureStarCoderCompetitor1Competitor2
Open-source availability
Model size (parameters)
Programming languages supported
Fine-tuned for Python
Integration with development environments
Transparent training data
Included Partial / add-on Not included

Is it right for you?

Good fit for

Individual Developers

Access to a powerful code generation tool without licensing fees.

Open-Source Projects

Utilizing a transparent and freely available model for code generation.

Educational Institutions

Incorporating an advanced code generation model into curricula and research.

Less suited for

Enterprises Requiring Dedicated Support

Lack of official enterprise support and SLAs.

Users Needing Proprietary Models

Preference for models with proprietary features and support.

User reviews

4.3

Editorial score

5
51%
4
30%
3
5%
2
3%
1
0%

Distribution is estimated from our editorial score. Verified user reviews coming soon.

Integrations

Reported connectors

Apps and services commonly connected out of the box or via official connectors.

  • ["VSCode Extension","Hugging Face Platform","NVIDIA NeMo","TensorRT-LLM"]

Details

Category

Developer

Price

  • Free

Free version

Yes

Best for

  • Code completion and suggestion
  • Code translation between languages
  • Automated code documentation generation

Frequently asked questions

StarCoder

StarCoder

Developer

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Visit the StarCoder website to explore plans and start your free trial.

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