Llama 4 Scout 109B vs Qwen3 235B-A22B (MoE)
Side-by-side VRAM requirements, benchmark scores, and GPU compatibility for local AI inference.
Quick verdict
Llama 4 Scout 109B is more hardware-efficient — it needs 64.0 GB at Q4_K_M vs 133.4 GB for Qwen3 235B-A22B (MoE), fitting on 28 GPUs natively.
VRAM at each quantization (8k context)
| Quant | Llama 4 Scout 109B | Qwen3 235B-A22B (MoE) | Diff |
|---|---|---|---|
| FP16 | 247.2 GB | 528.2 GB | -53% |
| Q8 | 125.1 GB | 265.0 GB | -53% |
| Q6_K | 94.6 GB | 199.2 GB | -53% |
| Q5_K_M | 79.3 GB | 166.3 GB | -52% |
| Q4_K_M | 64.0 GB | 133.4 GB | -52% |
| Q3_K_M | 51.8 GB | 107.0 GB | -52% |
| Q2_K | 39.6 GB | 80.7 GB | -51% |
Diff is Llama 4 Scout 109B relative to Qwen3 235B-A22B (MoE). Green = lower VRAM (fits more GPUs).
Model specifications
| Spec | Llama 4 Scout 109B | Qwen3 235B-A22B (MoE) |
|---|---|---|
| Org | Meta | Alibaba |
| Parameters | 109B | 235B |
| Architecture | MoE (17B active) | MoE (22B active) |
| Context | 9766k tokens | 128k tokens |
| Modalities | text, vision | text |
| License | Llama 4 Community | Apache 2.0 |
| Commercial | Yes | Yes |
| Released | 2025-04-05 | 2025-04-29 |
| GPUs (native) | 28 / 67 | 14 / 67 |
Benchmark scores
| Benchmark | Llama 4 Scout 109B | Qwen3 235B-A22B (MoE) |
|---|---|---|
| MMLU-Pro | 70.0 | — |
Green = higher score (better). — = not yet available.
GPUs that run only Llama 4 Scout 109B(14)
- NVIDIA H100 80GB80 GB
- NVIDIA A100 80GB80 GB
- NVIDIA L40S48 GB
- NVIDIA RTX A600048 GB
- NVIDIA RTX 6000 Ada48 GB
- AMD Strix Halo (64GB)64 GB
- Apple M4 Max (64GB)64 GB
- Apple M4 Max (48GB)48 GB
- Apple M4 Pro (48GB)48 GB
- Apple M3 Max (64GB)64 GB
- +4 more
GPUs that run only Qwen3 235B-A22B (MoE)(0)
Every GPU that runs Qwen3 235B-A22B (MoE) also runs Llama 4 Scout 109B.
GPUs that run both natively(14)
- NVIDIA DGX Spark (128GB)128 GB
- AMD Instinct MI300X192 GB
- AMD Strix Halo (128GB)128 GB
- AMD Strix Halo (96GB)96 GB
- Apple M4 Ultra (384GB)384 GB
- Apple M4 Ultra (192GB)192 GB
- Apple M4 Max (128GB)128 GB
- Apple M4 Max (96GB)96 GB
- Apple M3 Max (128GB)128 GB
- Apple M3 Max (96GB)96 GB
- Apple M2 Ultra (384GB)384 GB
- Apple M2 Ultra (192GB)192 GB
- +2 more GPUs run both
Which should you use?
Choose Llama 4 Scout 109B if:
- • You have limited VRAM — it's a smaller model needing 64.0 GB vs 133.4 GB
- • Long context matters — it supports 9766k tokens vs 128k
- • You need vision/image understanding
Choose Qwen3 235B-A22B (MoE) if:
- • You want maximum capability and have a 134 GB+ GPU
- • You need chain-of-thought reasoning
Frequently asked questions
- Which is better, Llama 4 Scout 109B or Qwen3 235B-A22B (MoE)?
- Llama 4 Scout 109B has 109B parameters vs 235B for Qwen3 235B-A22B (MoE), so Qwen3 235B-A22B (MoE) is the larger model. Llama 4 Scout 109B is more hardware-efficient, needing 64.0 GB at Q4_K_M vs 133.4 GB. Llama 4 Scout 109B runs on more GPUs natively (28 vs 14).
- How much VRAM does Llama 4 Scout 109B need vs Qwen3 235B-A22B (MoE)?
- At Q4_K_M quantization with 8k context, Llama 4 Scout 109B needs approximately 64.0 GB of VRAM, while Qwen3 235B-A22B (MoE) needs 133.4 GB. At FP16, Llama 4 Scout 109B requires 247.2 GB vs 528.2 GB for Qwen3 235B-A22B (MoE).
- Can you run Llama 4 Scout 109B on the same GPUs as Qwen3 235B-A22B (MoE)?
- Yes, 14 GPUs can run both natively in VRAM, including NVIDIA DGX Spark (128GB), AMD Instinct MI300X, AMD Strix Halo (128GB). However, 14 GPUs can run Llama 4 Scout 109B but not Qwen3 235B-A22B (MoE), and no GPU can run Qwen3 235B-A22B (MoE) without also fitting Llama 4 Scout 109B.
- What is the difference between Llama 4 Scout 109B and Qwen3 235B-A22B (MoE)?
- Llama 4 Scout 109B has 109B parameters (17B active, MoE) with a 9766k context window. Qwen3 235B-A22B (MoE) has 235B parameters (22B active, MoE) with a 128k context window. Licensing differs: Llama 4 Scout 109B is Llama 4 Community while Qwen3 235B-A22B (MoE) is Apache 2.0.
- Which model fits in 24 GB of VRAM, Llama 4 Scout 109B or Qwen3 235B-A22B (MoE)?
- Neither fits in 24 GB at Q4_K_M — Llama 4 Scout 109B needs 64.0 GB and Qwen3 235B-A22B (MoE) needs 133.4 GB. Both require at least a 48 GB GPU.