Mixtral-8x22B-Instruct (MoE) VRAM Requirements & GPU Benchmarks
Mixtral-8x22B-Instruct (MoE) (140.6B total, 39.1B active, 56L, 8 KV heads, vocab 32768) requires 81.38 GB in 4-bit Q4_K_M, 137.29 GB in FP8, and 264.13 GB in FP16 at 8K context.
COMPARADOR CLOUD GPU Y CALCULADORA ALQUILAR VS COMPRAR
¿No tienes suficiente VRAM? Alquila una GPU en la nube en 60 segundos (Mixtral-8x22B-Instruct (MoE): 81.38 GB in 4-bit)
Recommended Cloud Tier: Multi-GPU H100 / H200 Node · Full FP16 Needs: 264.13 GB
Meses para amortizar compra vs alquiler: ~32 months (vs $1,699 hardware)
| Cloud Provider | RTX 4090 (24GB) | A100 (80GB) | H100 (80GB) | Est. Monthly Cost (4h/day) | Free Credit / Trial | Deploy |
|---|---|---|---|---|---|---|
| RunPod | $0.44 / hr | $1.39 / hr | $2.39 / hr | $52.80 / mo | Instant PyTorch / vLLM Templates + Serverless GPU | Desplegar en RunPod → |
| Vast.ai | $0.29 / hr | $0.95 / hr | $1.79 / hr | $34.80 / mo | Save 50–70% on RTX 4090 / 5090 / A100 rentals | Alquilar GPU Spot → |
| Vultr Cloud GPU | — | $1.79 / hr | $2.69 / hr | $214.80 / mo (A100) | $300 Free Credit | Reclamar $300 Gratis → |
| DigitalOcean GPU | — | — | $2.99 / hr | $358.80 / mo (H100) | $200 Free Credit (60d) | Obtener $200 Gratis → |
| GPU Hardware | VRAM | Bandwidth | FP16 (264.13GB) | Q4_K_M (81.38GB) | Decode / Prefill Speed | Report |
|---|---|---|---|---|---|---|
| NVIDIA RTX 5090 | 32 GB | 1792 GB/s | No | No | ~4 / 1393 tok/s | Calcular VRAM y Velocidad Exacta → |
| NVIDIA RTX 4090 | 24 GB | 1008 GB/s | No | No | ~3.4 / 1099 tok/s | Calcular VRAM y Velocidad Exacta → |
| NVIDIA RTX 5080 | 16 GB | 960 GB/s | No | No | ~3 / 749 tok/s | Calcular VRAM y Velocidad Exacta → |
| NVIDIA RTX 4080 Super | 16 GB | 736 GB/s | No | No | ~3 / 694 tok/s | Calcular VRAM y Velocidad Exacta → |
| NVIDIA RTX 4070 Ti Super | 16 GB | 672 GB/s | No | No | ~3 / 586 tok/s | Calcular VRAM y Velocidad Exacta → |
| NVIDIA RTX 3090 | 24 GB | 936 GB/s | No | No | ~3.4 / 472 tok/s | Calcular VRAM y Velocidad Exacta → |
| NVIDIA RTX 4060 Ti 16GB | 16 GB | 288 GB/s | No | No | ~2.9 / 293 tok/s | Calcular VRAM y Velocidad Exacta → |
| NVIDIA RTX 3060 12GB | 12 GB | 360 GB/s | No | No | ~2.8 / 169 tok/s | Calcular VRAM y Velocidad Exacta → |
| NVIDIA RTX 6000 Ada | 48 GB | 960 GB/s | No | No | ~5.4 / 1212 tok/s | Calcular VRAM y Velocidad Exacta → |
| NVIDIA RTX A6000 | 48 GB | 768 GB/s | No | No | ~5.3 / 515 tok/s | Calcular VRAM y Velocidad Exacta → |
| NVIDIA L40S 48GB | 48 GB | 864 GB/s | No | No | ~5.3 / 2407 tok/s | Calcular VRAM y Velocidad Exacta → |
| NVIDIA A100 80GB SXM | 80 GB | 2039 GB/s | No | No | ~42.8 / 2075 tok/s | Calcular VRAM y Velocidad Exacta → |
| NVIDIA H100 80GB SXM | 80 GB | 3350 GB/s | No | No | ~59.3 / 6576 tok/s | Calcular VRAM y Velocidad Exacta → |
| NVIDIA H200 141GB SXM | 141 GB | 4800 GB/s | No | Sí (58%) | ~139.7 / 6576 tok/s | Calcular VRAM y Velocidad Exacta → |
| NVIDIA Blackwell B200 192GB | 192 GB | 8000 GB/s | No | Sí (42%) | ~232.9 / 14962 tok/s | Calcular VRAM y Velocidad Exacta → |
| AMD Instinct MI300X 192GB | 192 GB | 5300 GB/s | No | Sí (42%) | ~154.3 / 8691 tok/s | Calcular VRAM y Velocidad Exacta → |
| 2x NVIDIA RTX 3090 (48GB) | 48 GB | 936 GB/s | No | No | ~5.4 / 944 tok/s | Calcular VRAM y Velocidad Exacta → |
| 2x NVIDIA RTX 4090 (48GB) | 48 GB | 1008 GB/s | No | No | ~5.4 / 2197 tok/s | Calcular VRAM y Velocidad Exacta → |
| 4x NVIDIA A100 80GB (320GB) | 320 GB | 2039 GB/s | Sí | Sí (25%) | ~59.4 / 8299 tok/s | Calcular VRAM y Velocidad Exacta → |
| 8x NVIDIA H100 80GB (640GB) | 640 GB | 3350 GB/s | Sí | Sí (13%) | ~97.5 / 18000 tok/s | Calcular VRAM y Velocidad Exacta → |
| Apple M4 Max (128GB Unified) | 128 GB | 546 GB/s | No | Sí (64%) | ~17.4 / 245 tok/s | Calcular VRAM y Velocidad Exacta → |
| Apple M3 Ultra Mac Studio (512GB) | 512 GB | 819 GB/s | Sí | Sí (16%) | ~26.1 / 360 tok/s | Calcular VRAM y Velocidad Exacta → |
| Apple M4 Pro Mac Mini (64GB) | 64 GB | 273 GB/s | No | No | ~5.7 / 122 tok/s | Calcular VRAM y Velocidad Exacta → |