Compare XPUs

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

Select XPUs to Compare

Showing 72 XPUs5 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

Maximum of 5 XPUs can be compared at once. Deselect one to add another.

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 L40SAMD MI250XGoogle TPU v5eTenstorrent WormholeNVIDIA GB200 NVL72
ArchitectureAda LovelaceCDNA 2TPU v5Tensix CoreBlackwell
Form FactorPCIeOAMMezzanineCustom
VRAM48 GB128 GB24 GB13824 GB
Memory Bandwidth864 GB/s3,277 GB/s130,000 GB/s
TFLOPs (FP32)91.647.96,480
TFLOPs (FP16)733383360,000
TFLOPs733383197364360,000
TFLOPs (FP8)1,466
TDP350 W560 W250 W160 W120000 W
Launch DateOct 2023Nov 2021Aug 2023Oct 2023Mar 2024

Efficiency Metrics

MetricL40SMI250XTPU v5eWormholeGB200 NVL72
TFLOPs per Watt (FP32-eq)1.050.340.391.141.50
Memory Bandwidth per GB18.0 GB/s25.6 GB/s9.4 GB/s

Performance Equivalence

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

To match 1x NVIDIA L40S

AMD MI250X
Compute (FP32-eq)
1.91x
Need 1.91x MI250X
FP32 Compute
1.91x
Need 1.91x MI250X
VRAM
0.38x
MI250X has 2.67x more
Memory Bandwidth
0.26x
MI250X has 3.79x more
Google TPU v5e
Compute (FP32-eq)
3.72x
Need 3.72x TPU v5e
Tenstorrent Wormhole
Compute (FP32-eq)
2.01x
Need 2.01x Wormhole
VRAM
2.00x
Need 2.00x Wormhole
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 491.13x faster
FP32 Compute
0.01x
GB200 NVL72 is 70.74x faster
VRAM
0.00x
GB200 NVL72 has 288.00x more
Memory Bandwidth
0.01x
GB200 NVL72 has 150.46x more

To match 1x AMD MI250X

NVIDIA L40S
Compute (FP32-eq)
0.52x
L40S is 1.91x faster
FP32 Compute
0.52x
L40S is 1.91x faster
VRAM
2.67x
Need 2.67x L40S
Memory Bandwidth
3.79x
Need 3.79x L40S
Google TPU v5e
Compute (FP32-eq)
1.94x
Need 1.94x TPU v5e
Tenstorrent Wormhole
Compute (FP32-eq)
1.05x
Need 1.05x Wormhole
VRAM
5.33x
Need 5.33x Wormhole
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 939.95x faster
FP32 Compute
0.01x
GB200 NVL72 is 135.28x faster
VRAM
0.01x
GB200 NVL72 has 108.00x more
Memory Bandwidth
0.03x
GB200 NVL72 has 39.67x more

To match 1x Google TPU v5e

NVIDIA L40S
Compute (FP32-eq)
0.27x
L40S is 3.72x faster
AMD MI250X
Compute (FP32-eq)
0.51x
MI250X is 1.94x faster
Tenstorrent Wormhole
Compute (FP32-eq)
0.54x
Wormhole is 1.85x faster
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 1827.41x faster

To match 1x Tenstorrent Wormhole

NVIDIA L40S
Compute (FP32-eq)
0.50x
L40S is 2.01x faster
VRAM
0.50x
L40S has 2.00x more
AMD MI250X
Compute (FP32-eq)
0.95x
MI250X is 1.05x faster
VRAM
0.19x
MI250X has 5.33x more
Google TPU v5e
Compute (FP32-eq)
1.85x
Need 1.85x TPU v5e
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 989.01x faster
VRAM
0.00x
GB200 NVL72 has 576.00x more

To match 1x NVIDIA GB200 NVL72

NVIDIA L40S
Compute (FP32-eq)
491.13x
Need 491.13x L40S
FP32 Compute
70.74x
Need 70.74x L40S
VRAM
288.00x
Need 288.00x L40S
Memory Bandwidth
150.46x
Need 150.46x L40S
AMD MI250X
Compute (FP32-eq)
939.95x
Need 939.95x MI250X
FP32 Compute
135.28x
Need 135.28x MI250X
VRAM
108.00x
Need 108.00x MI250X
Memory Bandwidth
39.67x
Need 39.67x MI250X
Google TPU v5e
Compute (FP32-eq)
1827.41x
Need 1827.41x TPU v5e
Tenstorrent Wormhole
Compute (FP32-eq)
989.01x
Need 989.01x Wormhole
VRAM
576.00x
Need 576.00x Wormhole

Pricing

Price TypeL40SMI250XTPU v5eWormholeGB200 NVL72
CAPEX (Street Price)$10,000$12,000
OPEX (per hour)$1.50/hr$2.00/hr$1.80/hr
Price per TFLOPs (FP32-eq)$27$63