Nemotron (Nvidia) vs Windsurf
Which one should you pick? Here's the full breakdown.
Nemotron (Nvidia)
Nvidia's open-weights family -- hybrid Mamba-Transformer MoE architecture, optimized for efficient reasoning on Nvidia hardware
Windsurf
Codeium's AI code editor that tries to out-Cursor Cursor -- strong autocomplete with a growing agentic mode
Powered by Claude / GPT / Gemini (user selects)
| Category | Nemotron (Nvidia) | Windsurf |
|---|---|---|
| Ease of Use | 6.5 | 8.0 |
| Output Quality | 8.0 | 7.0 |
| Value | 8.0 | 8.0 |
| Features | 8.5 | 7.0 |
| Overall | 7.8 | 7.5 |
Pricing Comparison
| Feature | Nemotron (Nvidia) | Windsurf |
|---|---|---|
| Free Tier | Yes | Yes |
| Starting Price | $0 | $0 |
Benchmark Head-to-Head
Nemotron 3 Ultra (253B) benchmarks — Windsurf has no published benchmarks
| Benchmark | Description | Score |
|---|---|---|
| MMLU-Pro | Harder multi-subject reasoning | 79.8% |
| GPQA Diamond | Graduate-level science questions | 70.5% |
| AIME 2025 | 84.5% | |
| HumanEval | Python code generation | 89.6% |
| MMLU (Llama-Nemotron 70B) | 88.4% |
Which Should You Pick?
Pick Nemotron (Nvidia) if...
- ✓Higher output quality (8 vs 7)
- ✓More features (8.5 vs 7)
Teams running on Nvidia hardware (TensorRT-LLM, NIM) who need efficient long-context reasoning. Nemotron 3 Super is a standout for its 8 GB VRAM footprint with strong reasoning.
Visit Nemotron (Nvidia)Pick Windsurf if...
- ✓Easier to use (8 vs 6.5)
Developers who want a Cursor-like experience at a lower price point with solid free-tier autocomplete.
Visit WindsurfOur Verdict
Nemotron (Nvidia) and Windsurf are extremely close overall. Your choice comes down to specific needs -- Nemotron (Nvidia) is better for teams running on nvidia hardware (tensorrt-llm, nim) who need efficient long-context reasoning, while Windsurf works best for developers who want a cursor-like experience at a lower price point with solid free-tier autocomplete.