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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 H200 SXMAMD MI250XNVIDIA B200NVIDIA GB200 NVL72
ArchitectureHopperCDNA 2BlackwellBlackwell
Form FactorSXMOAMSXMCustom
VRAM141 GB128 GB192 GB13824 GB
Memory Bandwidth4,800 GB/s3,277 GB/s8,000 GB/s130,000 GB/s
TFLOPs (FP32)6747.9906,480
TFLOPs (FP16)1,9793832,250360,000
TFLOPs1,9793832,250360,000
TFLOPs (FP8)3,958—4,500—
TDP700 W560 W1000 W120000 W
Launch DateNov 2023Nov 2021Mar 2024Mar 2024

Efficiency Metrics

MetricH200 SXMMI250XB200GB200 NVL72
TFLOPs per Watt (FP32-eq)1.410.341.131.50
Memory Bandwidth per GB34.0 GB/s25.6 GB/s41.7 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 H200 SXM

AMD MI250X
Compute (FP32-eq)
5.17x
Need 5.17x MI250X
FP32 Compute
1.40x
Need 1.40x MI250X
VRAM
1.10x
Need 1.10x MI250X
Memory Bandwidth
1.46x
Need 1.46x MI250X
NVIDIA B200
Compute (FP32-eq)
0.88x
B200 is 1.14x faster
FP32 Compute
0.74x
B200 is 1.34x faster
VRAM
0.73x
B200 has 1.36x more
Memory Bandwidth
0.60x
B200 has 1.67x more
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.01x
GB200 NVL72 is 181.91x faster
FP32 Compute
0.01x
GB200 NVL72 is 96.72x faster
VRAM
0.01x
GB200 NVL72 has 98.04x more
Memory Bandwidth
0.04x
GB200 NVL72 has 27.08x more

To match 1x AMD MI250X

NVIDIA H200 SXM
Compute (FP32-eq)
0.19x
H200 SXM is 5.17x faster
FP32 Compute
0.71x
H200 SXM is 1.40x faster
VRAM
0.91x
H200 SXM has 1.10x more
Memory Bandwidth
0.68x
H200 SXM has 1.46x more
NVIDIA B200
Compute (FP32-eq)
0.17x
B200 is 5.87x faster
FP32 Compute
0.53x
B200 is 1.88x faster
VRAM
0.67x
B200 has 1.50x more
Memory Bandwidth
0.41x
B200 has 2.44x more
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 NVIDIA B200

NVIDIA H200 SXM
Compute (FP32-eq)
1.14x
Need 1.14x H200 SXM
FP32 Compute
1.34x
Need 1.34x H200 SXM
VRAM
1.36x
Need 1.36x H200 SXM
Memory Bandwidth
1.67x
Need 1.67x H200 SXM
AMD MI250X
Compute (FP32-eq)
5.87x
Need 5.87x MI250X
FP32 Compute
1.88x
Need 1.88x MI250X
VRAM
1.50x
Need 1.50x MI250X
Memory Bandwidth
2.44x
Need 2.44x MI250X
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.01x
GB200 NVL72 is 160.00x faster
FP32 Compute
0.01x
GB200 NVL72 is 72.00x faster
VRAM
0.01x
GB200 NVL72 has 72.00x more
Memory Bandwidth
0.06x
GB200 NVL72 has 16.25x more

To match 1x NVIDIA GB200 NVL72

NVIDIA H200 SXM
Compute (FP32-eq)
181.91x
Need 181.91x H200 SXM
FP32 Compute
96.72x
Need 96.72x H200 SXM
VRAM
98.04x
Need 98.04x H200 SXM
Memory Bandwidth
27.08x
Need 27.08x H200 SXM
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
NVIDIA B200
Compute (FP32-eq)
160.00x
Need 160.00x B200
FP32 Compute
72.00x
Need 72.00x B200
VRAM
72.00x
Need 72.00x B200
Memory Bandwidth
16.25x
Need 16.25x B200

Pricing

Price TypeH200 SXMMI250XB200GB200 NVL72
CAPEX (Street Price)$40,000$12,000$70,000—
OPEX (per hour)—$2.00/hr——
Price per TFLOPs (FP32-eq)$40$63$62—