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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

SpecificationAMD MI210NVIDIA H100 SXMNVIDIA GB200 SuperchipAMD Radeon PRO W7900
ArchitectureCDNA 2HopperBlackwellRDNA 3
Form FactorPCIeSXMSXMPCIe
VRAM64 GB80 GB384 GB48 GB
Memory Bandwidth1,638 GB/s3,350 GB/s8,000 GB/s864 GB/s
TFLOPs (FP32)45.3679061
TFLOPs (FP16)1811,9795,000122
TFLOPs1811,9795,000122
TFLOPs (FP8)—3,958——
TDP300 W700 W2700 W295 W
Launch DateJan 2022Sep 2022Mar 2024Apr 2023

Efficiency Metrics

MetricMI210H100 SXMGB200 SuperchipRadeon PRO W7900
TFLOPs per Watt (FP32-eq)0.301.410.930.21
Memory Bandwidth per GB25.6 GB/s41.9 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 AMD MI210

NVIDIA H100 SXM
Compute (FP32-eq)
0.09x
H100 SXM is 10.93x faster
FP32 Compute
0.68x
H100 SXM is 1.48x faster
VRAM
0.80x
H100 SXM has 1.25x more
Memory Bandwidth
0.49x
H100 SXM has 2.05x more
NVIDIA GB200 Superchip
Compute (FP32-eq)
0.04x
GB200 Superchip is 27.62x faster
FP32 Compute
0.50x
GB200 Superchip is 1.99x faster
VRAM
0.17x
GB200 Superchip has 6.00x more
Memory Bandwidth
0.20x
GB200 Superchip has 4.88x more
AMD Radeon PRO W7900
Compute (FP32-eq)
1.48x
Need 1.48x Radeon PRO W7900
FP32 Compute
0.74x
Radeon PRO W7900 is 1.35x faster
VRAM
1.33x
Need 1.33x Radeon PRO W7900
Memory Bandwidth
1.90x
Need 1.90x Radeon PRO W7900

To match 1x NVIDIA H100 SXM

AMD MI210
Compute (FP32-eq)
10.93x
Need 10.93x MI210
FP32 Compute
1.48x
Need 1.48x MI210
VRAM
1.25x
Need 1.25x MI210
Memory Bandwidth
2.05x
Need 2.05x MI210
NVIDIA GB200 Superchip
Compute (FP32-eq)
0.40x
GB200 Superchip is 2.53x faster
FP32 Compute
0.74x
GB200 Superchip is 1.34x faster
VRAM
0.21x
GB200 Superchip has 4.80x more
Memory Bandwidth
0.42x
GB200 Superchip has 2.39x more
AMD Radeon PRO W7900
Compute (FP32-eq)
16.22x
Need 16.22x Radeon PRO W7900
FP32 Compute
1.10x
Need 1.10x Radeon PRO W7900
VRAM
1.67x
Need 1.67x Radeon PRO W7900
Memory Bandwidth
3.88x
Need 3.88x Radeon PRO W7900

To match 1x NVIDIA GB200 Superchip

AMD MI210
Compute (FP32-eq)
27.62x
Need 27.62x MI210
FP32 Compute
1.99x
Need 1.99x MI210
VRAM
6.00x
Need 6.00x MI210
Memory Bandwidth
4.88x
Need 4.88x MI210
NVIDIA H100 SXM
Compute (FP32-eq)
2.53x
Need 2.53x H100 SXM
FP32 Compute
1.34x
Need 1.34x H100 SXM
VRAM
4.80x
Need 4.80x H100 SXM
Memory Bandwidth
2.39x
Need 2.39x H100 SXM
AMD Radeon PRO W7900
Compute (FP32-eq)
40.98x
Need 40.98x Radeon PRO W7900
FP32 Compute
1.48x
Need 1.48x Radeon PRO W7900
VRAM
8.00x
Need 8.00x Radeon PRO W7900
Memory Bandwidth
9.26x
Need 9.26x Radeon PRO W7900

To match 1x AMD Radeon PRO W7900

AMD MI210
Compute (FP32-eq)
0.67x
MI210 is 1.48x faster
FP32 Compute
1.35x
Need 1.35x MI210
VRAM
0.75x
MI210 has 1.33x more
Memory Bandwidth
0.53x
MI210 has 1.90x more
NVIDIA H100 SXM
Compute (FP32-eq)
0.06x
H100 SXM is 16.22x faster
FP32 Compute
0.91x
H100 SXM is 1.10x faster
VRAM
0.60x
H100 SXM has 1.67x more
Memory Bandwidth
0.26x
H100 SXM has 3.88x more
NVIDIA GB200 Superchip
Compute (FP32-eq)
0.02x
GB200 Superchip is 40.98x faster
FP32 Compute
0.68x
GB200 Superchip is 1.48x faster
VRAM
0.13x
GB200 Superchip has 8.00x more
Memory Bandwidth
0.11x
GB200 Superchip has 9.26x more

Pricing

Price TypeMI210H100 SXMGB200 SuperchipRadeon PRO W7900
CAPEX (Street Price)$6,000$30,000——
OPEX (per hour)—$3.50/hr——
Price per TFLOPs (FP32-eq)$66$30——