Head-to-head

NVIDIA GeForce RTX 4090 24GB vs AMD Instinct MI300X 192GB

Dedicated comparison page for two real hardware profiles. This is built from your benchmark database, trust metadata, and buyer flow instead of generic spec-sheet comparisons.

Device profile

NVIDIA GeForce RTX 4090 24GB

32B-class Q4 full-GPU at 70+ tok/s — Qwen 3 32B, Qwen 2.5 Coder 32B, QwQ 32B all fit comfortably

Curated Aggregate·2026-05-2524GB / $1.6k
Best LLM

540 tok/s

VRAM

24 GB

TDP

450 W

Rating

9.1

Device profile

AMD Instinct MI300X 192GB

Large-model inference where VRAM capacity matters more than peak compute — 405B Q4 with headroom, 70B FP16 comfortably

Curated Aggregate·2026-03-19192GB / $15k
Best LLM

920 tok/s

VRAM

192 GB

TDP

750 W

Rating

9.3

Quick verdict

NVIDIA GeForce RTX 4090 24GB scores 9.1 while AMD Instinct MI300X 192GB scores 9.3 on MyAIHardware's composite rating.

AMD Instinct MI300X 192GB wins VRAM capacity.

NVIDIA GeForce RTX 4090 24GB is the lower-power path.

On shared workload evidence, Llama 3 8B Q4 is benchmarked at 132 tok/s for NVIDIA GeForce RTX 4090 24GB and 122 tok/s for AMD Instinct MI300X 192GB.

MetricNVIDIA GeForce RTX 4090 24GBAMD Instinct MI300X 192GB
MyAI rating9.19.3
Best LLM540 tok/s920 tok/s
VRAM24 GB192 GB
TDP450 W750 W
MSRP$1.6k$15k
Workloads1212

Shared benchmark rows

Llama 3 8B Q4

Llama 3 8B Q4

-7.6%

NVIDIA GeForce RTX 4090 24GB

132 tok/s

Q4_K_M / 24GB / 2025-10-02

AMD Instinct MI300X 192GB

122 tok/s

Q4_K_M / 192GB / 2025-04-08

Mistral 7B Q4

Mistral 7B

+84.8%

NVIDIA GeForce RTX 4090 24GB

145 tok/s

Q4_K_M / 24GB / 2026-03-19

AMD Instinct MI300X 192GB

268 tok/s

Q4_K_M / 192GB / 2025-05-19

Gemma 2 9B Q4

Gemma 2 9B

+74.1%

NVIDIA GeForce RTX 4090 24GB

108 tok/s

Q4_K_M / 24GB / 2025-03-07

AMD Instinct MI300X 192GB

188 tok/s

Q4_K_M / 192GB / 2025-12-08

DeepSeek-R1 Distill 7B

DeepSeek-R1 7B

+82.2%

NVIDIA GeForce RTX 4090 24GB

118 tok/s

Q4_K_M / 24GB / 2026-01-02

AMD Instinct MI300X 192GB

215 tok/s

Q4_K_M / 192GB / 2026-03-19

Qwen 2.5 14B Q4

Qwen 2.5 14B

+108.8%

NVIDIA GeForce RTX 4090 24GB

68.0 tok/s

Q4_K_M / 24GB / 2025-07-04

AMD Instinct MI300X 192GB

142 tok/s

Q4_K_M / 192GB / 2024-12-04

Llama 3 70B Q4

Llama 3 70B Q4

+414.3%

NVIDIA GeForce RTX 4090 24GB

14.0 tok/s

Q4_K_M / 24GB / 2026-03-08

AMD Instinct MI300X 192GB

72.0 tok/s

Q4_K_M / 192GB / 2025-07-11

Open radar compare
External quality layer

Best open models likely to fit this class

This shortlist cross-references the external OpenEvals snapshot with an approximate Q4-class VRAM estimate. Use it to sanity-check whether the hardware you are comparing can host strong open models, not just benchmark toy workloads.

Full ingest

microsoft/Phi-3-medium-4k-instruct

14B params · est. 8.4 GB Q4

91.0
NVIDIA GeForce RTX 4090 24GB: likely fitAMD Instinct MI300X 192GB: likely fit

Qwen/Qwen2-72B

73B params · est. 43.6 GB Q4

89.5
NVIDIA GeForce RTX 4090 24GB: tight / noAMD Instinct MI300X 192GB: likely fit

microsoft/Phi-3.5-mini-instruct

3.8B params · est. 2.3 GB Q4

86.2
NVIDIA GeForce RTX 4090 24GB: likely fitAMD Instinct MI300X 192GB: likely fit

internlm/internlm2_5-7b-chat

7.7B params · est. 4.6 GB Q4

86.0
NVIDIA GeForce RTX 4090 24GB: likely fitAMD Instinct MI300X 192GB: likely fit