CodeLlama vs GitHub Copilot vs StarCoder vs WizardCoder
A side-by-side look at scores, pricing and features — with RECATOOLS' ASEAN-aware verdict for each.
CodeLlama
Meta's 2023 open-weight code models, now archived but still usable.
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GitHub Copilot
The most widely adopted AI pair programmer, native to GitHub
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StarCoder
Open-source code LLM, 80+ languages, OpenRAIL commercial-use license
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WizardCoder
Microsoft's 2023 Evol-Instruct code model — once SOTA, now dated.
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| RECATOOLS Score | 6.5 / 10 | 8.3 / 10 | 6 / 10 | 5.8 / 10 |
| Capability | ||||
| Value for money | ||||
| Ease of use | ||||
| ASEAN readiness | ||||
| API quality | ||||
| Pricing | Open Source | Freemium | Open Source | Open Source |
| Free tier | Free to download | Free plan open to all GitHub users (not just students/OSS maintainers) | Fully free | Free to download |
| Paid from | — | Pro $10/mo, Pro+ $39/mo, Max $100/mo, Business $19/user/mo, Enterprise $39/user/mo | — | — |
| Has API | ✓ | ✗ | ✓ | ✓ |
| Open source | ✓ | ✗ | ✓ | ✓ |
| Free to use | ✓ | ✗ | ✓ | ✓ |
| Users | 1m+ downloads | 4.7m+ paid subscribers | 100k+ researchers and developers | 200k+ downloads |
| Founded | 2023 | 2021 | 2023 | 2023 |
| Maker | Meta Platforms | Microsoft | Hugging Face / ServiceNow | Microsoft |
| Verdict | Code Llama is Meta's 2023 family of open-weight code models (7B–70B, plus Python and Instruct variants) built on Llama 2, with completion, infill, and up to 100K-token context. It's free to download and self-host under t... |
For teams already on GitHub, Copilot remains the lowest-friction AI coding assistant: inline completions, chat, multi-file edits and an agent mode, native in VS Code, JetBrains and GitHub itself, with a choice of GPT, Cl... |
StarCoder, from the BigCode project (Hugging Face and ServiceNow), is an openly licensed code-generation model family — now on its second generation, StarCoder2, in 3B/7B/15B sizes trained on The Stack v2's 600+ language... |
WizardCoder applies Microsoft's Evol-Instruct technique — progressively harder auto-generated coding instructions — to fine-tune Code Llama and DeepSeek-Coder bases. At release it was genuinely competitive: WizardCoder-3... |
| Full review → | Full review → | Full review → | Full review → |
Comparisons cover up to 4 tools. Scores are RECATOOLS editorial assessments; verify current pricing on each vendor's site.