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GPU Benchmarks NVIDIA Titan RTX vs. NVIDIA A30

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Best GPUs for deep learning, AI development, compute in 2023–2024. Recommended GPU & hardware for AI training, inference (LLMs, generative AI). GPU training, inference benchmarks using PyTorch, TensorFlow for computer vision (CV), NLP, text-to-speech, etc.

We benchmark NVIDIA Titan RTX vs NVIDIA A30 GPUs and compare AI performance (deep learning training; FP16, FP32, PyTorch, TensorFlow), 3d rendering, Cryo-EM performance in the most popular apps (Octane, VRay, Redshift, Blender, Luxmark, Unreal Engine, Relion Cryo-EM).

Our benchmarks will help you decide which GPU (NVIDIA RTX 4090/4080, H100 Hopper, H200, A100, RTX 6000 Ada, A6000, A5000, or RTX 6000 ADA Lovelace) is the best GPU for your needs. We provide an in-depth analysis of the AI performance of each graphic card's performance so you can make the most informed decision possible. We offer deep learning and 3d rendering benchmarks that will help you get the most out of your hardware.


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Featured GPU benchmarks:

Benchmarks

Deep Learning GPU Benchmarks 2024–2025 [Updated]↑

As of June 2025

Resnet50 (FP16)

1 GPU
NVIDIA Titan RTX
599.29 points
NVIDIA A30
1165 points
4 GPU
NVIDIA Titan RTX
1793.02 points
NVIDIA A30
4878 points
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
8706 points
higher is better

Resnet50 (FP16 XLA)

1 GPU
NVIDIA Titan RTX
938.63 points
NVIDIA A30
n/a
4 GPU
NVIDIA Titan RTX
3015.66 points
NVIDIA A30
n/a
higher is better

Resnet50 (FP32)

1 GPU
NVIDIA Titan RTX
330.9 points
NVIDIA A30
486 points
4 GPU
NVIDIA Titan RTX
1111.27 points
NVIDIA A30
1876 points
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
3354 points
higher is better

Resnet50 (FP32 XLA)

1 GPU
NVIDIA Titan RTX
364.35 points
NVIDIA A30
n/a
4 GPU
NVIDIA Titan RTX
1231.15 points
NVIDIA A30
n/a
higher is better

Resnet152 (FP16)

1 GPU
NVIDIA Titan RTX
267.62 points
NVIDIA A30
523 points
4 GPU
NVIDIA Titan RTX
751.47 points
NVIDIA A30
2116 points
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
3703 points
higher is better

Resnet152 (FP16 XLA)

1 GPU
NVIDIA Titan RTX
369.05 points
NVIDIA A30
n/a
4 GPU
NVIDIA Titan RTX
1205.22 points
NVIDIA A30
n/a
higher is better

Resnet152 (FP32)

1 GPU
NVIDIA Titan RTX
139.43 points
NVIDIA A30
216 points
4 GPU
NVIDIA Titan RTX
450.18 points
NVIDIA A30
825 points
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
1464 points
higher is better

Resnet152 (FP32 XLA)

1 GPU
NVIDIA Titan RTX
147.6 points
NVIDIA A30
n/a
4 GPU
NVIDIA Titan RTX
502.34 points
NVIDIA A30
n/a
higher is better

Inception V3 (FP16)

1 GPU
NVIDIA Titan RTX
374 points
NVIDIA A30
761 points
4 GPU
NVIDIA Titan RTX
1226.21 points
NVIDIA A30
2939 points
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
5291 points
higher is better

Inception V3 (FP16 XLA)

1 GPU
NVIDIA Titan RTX
543.32 points
NVIDIA A30
n/a
4 GPU
NVIDIA Titan RTX
1901.16 points
NVIDIA A30
n/a
higher is better

Inception V3 (FP32)

1 GPU
NVIDIA Titan RTX
226.3 points
NVIDIA A30
335 points
4 GPU
NVIDIA Titan RTX
814.29 points
NVIDIA A30
1306 points
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
2323 points
higher is better

Inception V3 (FP32 XLA)

1 GPU
NVIDIA Titan RTX
244.12 points
NVIDIA A30
n/a
4 GPU
NVIDIA Titan RTX
967.93 points
NVIDIA A30
n/a
higher is better

Inception V4 (FP16)

1 GPU
NVIDIA Titan RTX
200.71 points
NVIDIA A30
345 points
4 GPU
NVIDIA Titan RTX
664.39 points
NVIDIA A30
1391 points
higher is better

Inception V4 (FP16 XLA)

1 GPU
NVIDIA Titan RTX
298.5 points
NVIDIA A30
n/a
4 GPU
NVIDIA Titan RTX
1042.2 points
NVIDIA A30
n/a
higher is better

Inception V4 (FP32)

1 GPU
NVIDIA Titan RTX
111.56 points
NVIDIA A30
148 points
4 GPU
NVIDIA Titan RTX
394.81 points
NVIDIA A30
571 points
higher is better

Inception V4 (FP32 XLA)

1 GPU
NVIDIA Titan RTX
118.83 points
NVIDIA A30
n/a
4 GPU
NVIDIA Titan RTX
427.81 points
NVIDIA A30
n/a
higher is better

VGG16 (FP16)

1 GPU
NVIDIA Titan RTX
366.59 points
NVIDIA A30
441 points
4 GPU
NVIDIA Titan RTX
518.28 points
NVIDIA A30
1777 points
higher is better

VGG16 (FP16 XLA)

1 GPU
NVIDIA Titan RTX
504.48 points
NVIDIA A30
n/a
4 GPU
NVIDIA Titan RTX
1235.83 points
NVIDIA A30
n/a
higher is better

VGG16 (FP32)

1 GPU
NVIDIA Titan RTX
199.68 points
NVIDIA A30
303 points
4 GPU
NVIDIA Titan RTX
400.25 points
NVIDIA A30
1164 points
higher is better

VGG16 (FP32 XLA)

1 GPU
NVIDIA Titan RTX
218.47 points
NVIDIA A30
n/a
4 GPU
NVIDIA Titan RTX
559.34 points
NVIDIA A30
n/a
higher is better

Googlenet (FP16)

1 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
2050 Img/Sec
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
8119 Img/Sec
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
14836 Img/Sec
higher is better

Googlenet (FP32)

1 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
1081 Img/Sec
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
4063 Img/Sec
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
7844 Img/Sec
higher is better

3D, GPU Rendering Benchmarks 2024–2025 [Updated]↑

As of June 2025

V-Ray

1 GPU
NVIDIA Titan RTX
382 points
NVIDIA A30
n/a
higher is better

Octane

1 GPU
NVIDIA Titan RTX
377 points
NVIDIA A30
n/a
higher is better

Redshift

1 GPU
NVIDIA Titan RTX
8.2 minutes
NVIDIA A30
n/a
lower is better

Blender

1 GPU
NVIDIA Titan RTX
3434.73 score
NVIDIA A30
2141.39 score
higher is better

Luxmark

1 GPU
NVIDIA Titan RTX
36654 points
NVIDIA A30
n/a
higher is better

Technical Specifications

Board Design

NVIDIA Titan RTXNVIDIA A30Difference
Length11 in / 267 mm11 in / 267 mm-
Outputs1x HDMI, 3x DisplayPort, 1x USB Type-CNo outputs
Power Connectors2x 8-pin8-pin EPS
Slot widthDual-slotDual-slot-
TDP280 W165 W-115 W (-41%)

Clock Speeds

NVIDIA Titan RTXNVIDIA A30Difference
Boost Clock1770 MHz1440 MHz-330 MHz (-19%)
GPU Clock1350 MHz930 MHz-420 MHz (-31%)
Memory Clock14000 MHz2400 MHz-11600 MHz (-83%)

Graphics Card

NVIDIA Titan RTXNVIDIA A30Difference
Bus InterfacePCIe 3.0 x16PCIe 4.0 x16
GenerationGeForce 20Tesla (Axx)

Graphics Features

NVIDIA Titan RTXNVIDIA A30Difference
DirectX12 Ultimate (12_1)-
OpenCL23
OpenGL4.6-
Shader Model6.5-
CUDA7.58

Graphics Processor

NVIDIA Titan RTXNVIDIA A30Difference
ArchitectureTuringAmpere
Die Size754 mm2826 mm272 mm2 (10%)
GPU NameTU102-400-A1GA100
Process Size12 nm7 nm-5 nm (-42%)
Transistors18600 million54200 million35600 million (191%)

Memory

NVIDIA Titan RTXNVIDIA A30Difference
Bandwidth672 GB/s933.1 GB/s261.1 GB/s (39%)
Memory Bus384 bit3072 bit2688 bit (700%)
Memory Size24 GB24 GB-
Memory TypeGDDR6HBM2

Render Config

NVIDIA Titan RTXNVIDIA A30Difference
ROPs9696-
RT Cores72-
Shading Units/ CUDA Cores46083584-1024 (-22%)
TMUs288224-64 (-22%)
Tensor Cores576224-352 (-61%)

Theoretical Performance

NVIDIA Titan RTXNVIDIA A30Difference
FP16 (half) performance32.62 TFLOPS10.32 TFLOPS-22.3 TFLOPS (-68%)
FP32 (float) performance16.31 TFLOPS10.32 TFLOPS-5.99 TFLOPS (-37%)
FP64 (double) performance509.8 GFLOPS5161 GFLOPS4651.2 GFLOPS (912%)
Pixel Rate169.9 GPixel/s138.2 GPixel/s-31.7 GPixel/s (-19%)
Texture Rate509.8 GTexel/s322.6 GTexel/s-187.2 GTexel/s (-37%)

Price

NVIDIA Titan RTXNVIDIA A30Difference
MSRP$2,499.00-
Release DateDec 18th, 2018Apr 12th, 2021

Test bench configuration

NVIDIA Titan RTXNVIDIA A30Difference
HardwareBIZON ZX5000 More detailsBIZON X5000 More details
SoftwareDeep learning:
Nvidia Driver: 440
CUDA: 10.1
TensorFlow: 1.14
Batch size: 64
3D Rendering:
Nvidia Driver: 442.19
VRay Benchmark: 4.10.3
Octane Benchmark: 4.00
Redshift Benchmark: 3.0.x
Blender: 2.81
Luxmark: 3.1		3D Rendering:
Nvidia Driver: 461.40
VRay Benchmark: 5
Octane Benchmark: 2020.1.5
Redshift Benchmark: 3.0.28 Demo
Blender: 2.90
Luxmark: 3.1

Recommended hardware

NVIDIA Titan RTXNVIDIA A30Difference
Best GPU workstationsBIZON X5500BIZON X5500-
Best NVIDIA GPU servers-BIZON X7000
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