CodeLlama vs GitHub Copilot vs StarCoder vs Windsurf
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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Windsurf
Agentic AI IDE — rebranded Devin Desktop by Cognition, June 2026
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| RECATOOLS Score | 6.5 / 10 | 8.3 / 10 | 6 / 10 | 7.8 / 10 |
| Capability | ||||
| Value for money | ||||
| Ease of use | ||||
| ASEAN readiness | ||||
| API quality | ||||
| Pricing | Open Source | Freemium | Open Source | Freemium |
| Free tier | Free to download | Free plan open to all GitHub users (not just students/OSS maintainers) | Fully free | — |
| Paid from | — | Pro $10/mo, Pro+ $39/mo, Max $100/mo, Business $19/user/mo, Enterprise $39/user/mo | — | Free; Pro $20/month; Max $200/month; Teams $80/month + $40/seat/month |
| Has API | ✓ | ✗ | ✓ | ✗ |
| Open source | ✓ | ✗ | ✓ | ✗ |
| Free to use | ✓ | ✗ | ✓ | ✗ |
| Users | 1m+ downloads | 4.7m+ paid subscribers | 100k+ researchers and developers | Not reliably disclosed |
| Founded | — | — | — | 2021 |
| Maker | Meta Platforms | Microsoft | Hugging Face / ServiceNow | Varun Mohan, Douglas Chen |
| 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... |
Windsurf is now Devin Desktop: Cognition acquired the Codeium-built IDE in July 2025 and folded it into the Devin brand on June 2, 2026. The product itself remains a strong agentic editor — VS Code-derived, with the Rust... |
| 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.