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RTX 3090 vs RTX 4090

Side-by-side comparison of the NVIDIA RTX 3090 and the NVIDIA RTX 4090 for AI inference workloads.

Specifications

SpecRTX 3090RTX 4090
Generationampereada
Memory TypeGDDR6XGDDR6X
VRAM24 GB24 GB
Memory Bandwidth936 GB/s1,008 GB/s
BF16 TFLOPS36165
FP16 TFLOPS36165
FP8 TFLOPS36330
INT8 TOPS71330
TDP350 W450 W
Interconnectpciepcie
Max GPUs per Node44
PCIe GenGen 4Gen 4
CUDA Compute Capability8.68.9

Pricing

RTX 3090

ProviderOn-DemandReservedSpot
runpod$0.54/hr-$0.34/hr
vast ai$0.36/hr-$0.20/hr
tensordock$0.29/hr-$0.19/hr

RTX 4090

ProviderOn-DemandReservedSpot
runpod$1.10/hr-$0.79/hr
lambda$0.89/hr--
vast ai$0.74/hr-$0.44/hr
tensordock$0.69/hr-$0.44/hr
fluidstack$0.59/hr-$0.39/hr

Cheapest available rate: RTX 3090 at $0.19/hr vs RTX 4090 at $0.39/hrRTX 3090 is +105% cheaper

Efficiency Metrics

TFLOPS / Watt

0.1

RTX 3090

vs

0.4

RTX 4090

BF16

VRAM / Dollar

126.3

RTX 3090

vs

61.5

RTX 4090

GB/$/hr

Bandwidth / Watt

2.7

RTX 3090

vs

2.2

RTX 4090

GB/s/W

Models (FP16, 1 GPU)

124.0

RTX 3090

vs

124.0

RTX 4090

Model Compatibility (FP16, Single GPU)

Only on RTX 3090 (0)

None

Both (124)

  • Yi 1.5 9B
  • Yi Coder 9B
  • GTE Qwen2 7B
  • Marco O1
  • Qwen 2 Audio 7B
  • Qwen 2.5 3B
  • OLMo 2 7B
  • OpenELM 3B
  • BGE Large EN v1.5
  • BGE M3
  • StarCoder2 3B
  • StarCoder2 7B
  • Aya 23 8B
  • Command R 7B
  • DeepSeek Coder 6.7B
  • DeepSeek Math 7B
  • DeepSeek R1 Distill 8B
  • Falcon 7B
  • Gemma 1.1 2B
  • Gemma 2 2B
  • +104 more

Only on RTX 4090 (0)

None

Summary

The RTX 3090 (ampere generation) offers 24GB of GDDR6X with 36 BF16 TFLOPS and 936 GB/s memory bandwidth at 350W TDP.

The RTX 4090 (ada generation) offers 24GB of GDDR6X with 165 BF16 TFLOPS and 1,008 GB/s memory bandwidth at 450W TDP.

From a cost perspective, the RTX 3090 is more affordable at $0.19/hr vs $0.39/hr for the RTX 4090.

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