Competition-Level Code Generation with AlphaCode
by DeepMind · unknown · Last verified 2026-03-17
AlphaCode is a large-scale language model from DeepMind designed for competitive programming. It was pre-trained on public GitHub code and fine-tuned on a curated dataset of programming contest problems. The system generates a vast number of potential solutions and then filters them using test cases to find a correct one.
https://arxiv.org/abs/2203.07814 ↗B
B—Above Average
Adoption: B+Quality: A+Freshness: B+Citations: AEngagement: F
Specifications
- License
- Open Access
- Pricing
- unknown
- Capabilities
- competitive-code-generation, algorithmic-problem-solving, natural-language-understanding, large-scale-model-sampling, automated-code-testing, transformer-based-modeling, fine-tuning-on-specialized-data, multi-language-code-generation
- Integrations
- Use Cases
- [object Object], [object Object], [object Object], [object Object]
- API Available
- No
- Tags
- alphacode, deepmind, code-generation, competitive-programming, codeforces, large-language-model, transformer-model, ai-for-code, algorithmic-reasoning, research-paper
- Added
- 2026-03-17
- Completeness
- 0.95%
Index Score
68.3Adoption
72
Quality
95
Freshness
73
Citations
82
Engagement
0