Compare XPUs

Select up to 5 XPUs to compare side-by-side

Select XPUs to Compare

Clear all (4)Jump to results
Showing 72 XPUs • 4 selected

Alibaba

Hanguang 800

AMD

MI100

23.1 TFLOPs

AMD

MI210

181 TFLOPs

AMD

MI250X

383 TFLOPs

AMD

MI300A

980.6 TFLOPs

AMD

MI300X

1,307 TFLOPs

AMD

MI325X

1,400 TFLOPs

AMD

MI350X

2,100 TFLOPs

AMD

Radeon PRO W7900

122 TFLOPs

AMD

Radeon RX 7900 XT

104 TFLOPs

AMD

Radeon RX 7900 XTX

122 TFLOPs

AWS

Inferentia2

190 TFLOPs

AWS

Trainium

190 TFLOPs

AWS

Trainium2

680 TFLOPs

Baidu

Kunlun II

Biren Technology

BR100

Cambricon

MLU370

256 TFLOPs

Cerebras

WSE-3

Enflame Technology

CloudBlazer T20

Etched

Sohu

10,000 TFLOPs

FuriosaAI

Warboy

Google

TPU v4

275 TFLOPs

Google

TPU v5e

197 TFLOPs

Google

TPU v5p

459 TFLOPs

Google

TPU v6e (Trillium)

918 TFLOPs

Graphcore

Bow IPU

Graphcore

IPU-M2000

Groq

LPU Inference Engine

Huawei

Ascend 910B

Iluvatar CoreX

BI-V150

300 TFLOPs

Intel

Data Center GPU Max 1100

177 TFLOPs

Intel

Data Center GPU Max 1550

419 TFLOPs

Intel Habana

Gaudi 2

432 TFLOPs

Intel Habana

Gaudi 3

1,835 TFLOPs

Meta

MTIA v1

Microsoft

Maia 100

700 TFLOPs

Moore Threads

MTT S80

NVIDIA

A10

125 TFLOPs

NVIDIA

A100 SXM

312 TFLOPs

NVIDIA

A40

150 TFLOPs

NVIDIA

B200

2,250 TFLOPs

NVIDIA

GB200 NVL72

360,000 TFLOPs

NVIDIA

GB200 Superchip

5,000 TFLOPs

NVIDIA

GeForce RTX 4060 Ti

44.2 TFLOPs

NVIDIA

GeForce RTX 4070

58.2 TFLOPs

NVIDIA

GeForce RTX 4070 Super

71 TFLOPs

NVIDIA

GeForce RTX 4070 Ti

80.2 TFLOPs

NVIDIA

GeForce RTX 4070 Ti Super

88.2 TFLOPs

NVIDIA

GeForce RTX 4080

97.5 TFLOPs

NVIDIA

GeForce RTX 4080 Super

104.4 TFLOPs

NVIDIA

GeForce RTX 4090

165.2 TFLOPs

NVIDIA

GeForce RTX 5070

61.6 TFLOPs

NVIDIA

GeForce RTX 5070 Ti

88 TFLOPs

NVIDIA

GeForce RTX 5080

112.6 TFLOPs

NVIDIA

GeForce RTX 5090

209.5 TFLOPs

NVIDIA

H100 PCIe

1,513 TFLOPs

NVIDIA

H100 SXM

1,979 TFLOPs

NVIDIA

H200 PCIe

1,513 TFLOPs

NVIDIA

H200 SXM

1,979 TFLOPs

NVIDIA

L4

121 TFLOPs

NVIDIA

L40S

733 TFLOPs

NVIDIA

RTX 4000 Ada Generation

53.4 TFLOPs

NVIDIA

RTX 5000 Ada Generation

130.6 TFLOPs

NVIDIA

RTX 6000 Ada Generation

182.2 TFLOPs

NVIDIA

RTX PRO 6000 Blackwell Max-Q

125 TFLOPs

NVIDIA

RTX PRO 6000 Blackwell Server Edition

250 TFLOPs

NVIDIA

RTX PRO 6000 Blackwell Workstation Edition

250 TFLOPs

Qualcomm

Cloud AI 100

50 TFLOPs

Rebellions

ATOM

SambaNova

SN40L

Tenstorrent

Grayskull

200 TFLOPs

Tenstorrent

Wormhole

364 TFLOPs

Multi-Metric Comparison

Relative performance across 5 key metrics (normalized to 100 = best in comparison)

Compute Performance (BF16)

Memory Capacity

Power Consumption

Power Efficiency

Specifications

SpecificationNVIDIA A40AMD MI250XNVIDIA GB200 SuperchipNVIDIA RTX 4000 Ada Generation
ArchitectureAmpereCDNA 2BlackwellAda Lovelace
Form FactorPCIeOAMSXMPCIe
VRAM48 GB128 GB384 GB20 GB
Memory Bandwidth696 GB/s3,277 GB/s8,000 GB/s360 GB/s
TFLOPs (FP32)37.447.99026.7
TFLOPs (FP16)1503835,00053.4
TFLOPs1503835,00053.4
TFLOPs (FP8)————
TDP300 W560 W2700 W130 W
Launch DateOct 2020Nov 2021Mar 2024Apr 2023

Efficiency Metrics

MetricA40MI250XGB200 SuperchipRTX 4000 Ada Generation
TFLOPs per Watt (FP32-eq)0.250.340.930.21
Memory Bandwidth per GB14.5 GB/s25.6 GB/s20.8 GB/s18.0 GB/s

Performance Equivalence

How many units of each GPU are needed to match the performance of the others?

To match 1x NVIDIA A40

AMD MI250X
Compute (FP32-eq)
0.39x
MI250X is 2.55x faster
FP32 Compute
0.78x
MI250X is 1.28x faster
VRAM
0.38x
MI250X has 2.67x more
Memory Bandwidth
0.21x
MI250X has 4.71x more
NVIDIA GB200 Superchip
Compute (FP32-eq)
0.03x
GB200 Superchip is 33.33x faster
FP32 Compute
0.42x
GB200 Superchip is 2.41x faster
VRAM
0.13x
GB200 Superchip has 8.00x more
Memory Bandwidth
0.09x
GB200 Superchip has 11.49x more
NVIDIA RTX 4000 Ada Generation
Compute (FP32-eq)
2.81x
Need 2.81x RTX 4000 Ada Generation
FP32 Compute
1.40x
Need 1.40x RTX 4000 Ada Generation
VRAM
2.40x
Need 2.40x RTX 4000 Ada Generation
Memory Bandwidth
1.93x
Need 1.93x RTX 4000 Ada Generation

To match 1x AMD MI250X

NVIDIA A40
Compute (FP32-eq)
2.55x
Need 2.55x A40
FP32 Compute
1.28x
Need 1.28x A40
VRAM
2.67x
Need 2.67x A40
Memory Bandwidth
4.71x
Need 4.71x A40
NVIDIA GB200 Superchip
Compute (FP32-eq)
0.08x
GB200 Superchip is 13.05x faster
FP32 Compute
0.53x
GB200 Superchip is 1.88x faster
VRAM
0.33x
GB200 Superchip has 3.00x more
Memory Bandwidth
0.41x
GB200 Superchip has 2.44x more
NVIDIA RTX 4000 Ada Generation
Compute (FP32-eq)
7.17x
Need 7.17x RTX 4000 Ada Generation
FP32 Compute
1.79x
Need 1.79x RTX 4000 Ada Generation
VRAM
6.40x
Need 6.40x RTX 4000 Ada Generation
Memory Bandwidth
9.10x
Need 9.10x RTX 4000 Ada Generation

To match 1x NVIDIA GB200 Superchip

NVIDIA A40
Compute (FP32-eq)
33.33x
Need 33.33x A40
FP32 Compute
2.41x
Need 2.41x A40
VRAM
8.00x
Need 8.00x A40
Memory Bandwidth
11.49x
Need 11.49x A40
AMD MI250X
Compute (FP32-eq)
13.05x
Need 13.05x MI250X
FP32 Compute
1.88x
Need 1.88x MI250X
VRAM
3.00x
Need 3.00x MI250X
Memory Bandwidth
2.44x
Need 2.44x MI250X
NVIDIA RTX 4000 Ada Generation
Compute (FP32-eq)
93.63x
Need 93.63x RTX 4000 Ada Generation
FP32 Compute
3.37x
Need 3.37x RTX 4000 Ada Generation
VRAM
19.20x
Need 19.20x RTX 4000 Ada Generation
Memory Bandwidth
22.22x
Need 22.22x RTX 4000 Ada Generation

To match 1x NVIDIA RTX 4000 Ada Generation

NVIDIA A40
Compute (FP32-eq)
0.36x
A40 is 2.81x faster
FP32 Compute
0.71x
A40 is 1.40x faster
VRAM
0.42x
A40 has 2.40x more
Memory Bandwidth
0.52x
A40 has 1.93x more
AMD MI250X
Compute (FP32-eq)
0.14x
MI250X is 7.17x faster
FP32 Compute
0.56x
MI250X is 1.79x faster
VRAM
0.16x
MI250X has 6.40x more
Memory Bandwidth
0.11x
MI250X has 9.10x more
NVIDIA GB200 Superchip
Compute (FP32-eq)
0.01x
GB200 Superchip is 93.63x faster
FP32 Compute
0.30x
GB200 Superchip is 3.37x faster
VRAM
0.05x
GB200 Superchip has 19.20x more
Memory Bandwidth
0.04x
GB200 Superchip has 22.22x more

Pricing

Price TypeA40MI250XGB200 SuperchipRTX 4000 Ada Generation
CAPEX (Street Price)—$12,000——
OPEX (per hour)—$2.00/hr——
Price per TFLOPs (FP32-eq)—$63——