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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 MI100NVIDIA B200NVIDIA H200 PCIeAMD Radeon RX 7900 XT
ArchitectureCDNABlackwellHopperRDNA 3
Form FactorPCIeSXMPCIePCIe
VRAM32 GB192 GB141 GB20 GB
Memory Bandwidth1,228 GB/s8,000 GB/s4,800 GB/s800 GB/s
TFLOPs (FP32)23.1905152
TFLOPs (FP16)184.62,2501,513104
TFLOPs23.12,2501,513104
TFLOPs (FP8)—4,500——
TDP300 W1000 W350 W315 W
Launch DateNov 2020Mar 2024Mar 2024Dec 2022

Efficiency Metrics

MetricMI100B200H200 PCIeRadeon RX 7900 XT
TFLOPs per Watt (FP32-eq)0.081.132.160.17
Memory Bandwidth per GB38.4 GB/s41.7 GB/s34.0 GB/s40.0 GB/s

Performance Equivalence

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

To match 1x AMD MI100

NVIDIA B200
Compute (FP32-eq)
0.02x
B200 is 48.70x faster
FP32 Compute
0.26x
B200 is 3.90x faster
VRAM
0.17x
B200 has 6.00x more
Memory Bandwidth
0.15x
B200 has 6.51x more
NVIDIA H200 PCIe
Compute (FP32-eq)
0.03x
H200 PCIe is 32.75x faster
FP32 Compute
0.45x
H200 PCIe is 2.21x faster
VRAM
0.23x
H200 PCIe has 4.41x more
Memory Bandwidth
0.26x
H200 PCIe has 3.91x more
AMD Radeon RX 7900 XT
Compute (FP32-eq)
0.44x
Radeon RX 7900 XT is 2.25x faster
FP32 Compute
0.44x
Radeon RX 7900 XT is 2.25x faster
VRAM
1.60x
Need 1.60x Radeon RX 7900 XT
Memory Bandwidth
1.53x
Need 1.53x Radeon RX 7900 XT

To match 1x NVIDIA B200

AMD MI100
Compute (FP32-eq)
48.70x
Need 48.70x MI100
FP32 Compute
3.90x
Need 3.90x MI100
VRAM
6.00x
Need 6.00x MI100
Memory Bandwidth
6.51x
Need 6.51x MI100
NVIDIA H200 PCIe
Compute (FP32-eq)
1.49x
Need 1.49x H200 PCIe
FP32 Compute
1.76x
Need 1.76x H200 PCIe
VRAM
1.36x
Need 1.36x H200 PCIe
Memory Bandwidth
1.67x
Need 1.67x H200 PCIe
AMD Radeon RX 7900 XT
Compute (FP32-eq)
21.63x
Need 21.63x Radeon RX 7900 XT
FP32 Compute
1.73x
Need 1.73x Radeon RX 7900 XT
VRAM
9.60x
Need 9.60x Radeon RX 7900 XT
Memory Bandwidth
10.00x
Need 10.00x Radeon RX 7900 XT

To match 1x NVIDIA H200 PCIe

AMD MI100
Compute (FP32-eq)
32.75x
Need 32.75x MI100
FP32 Compute
2.21x
Need 2.21x MI100
VRAM
4.41x
Need 4.41x MI100
Memory Bandwidth
3.91x
Need 3.91x MI100
NVIDIA B200
Compute (FP32-eq)
0.67x
B200 is 1.49x faster
FP32 Compute
0.57x
B200 is 1.76x faster
VRAM
0.73x
B200 has 1.36x more
Memory Bandwidth
0.60x
B200 has 1.67x more
AMD Radeon RX 7900 XT
Compute (FP32-eq)
14.55x
Need 14.55x Radeon RX 7900 XT
FP32 Compute
0.98x
Radeon RX 7900 XT is 1.02x faster
VRAM
7.05x
Need 7.05x Radeon RX 7900 XT
Memory Bandwidth
6.00x
Need 6.00x Radeon RX 7900 XT

To match 1x AMD Radeon RX 7900 XT

AMD MI100
Compute (FP32-eq)
2.25x
Need 2.25x MI100
FP32 Compute
2.25x
Need 2.25x MI100
VRAM
0.63x
MI100 has 1.60x more
Memory Bandwidth
0.65x
MI100 has 1.54x more
NVIDIA B200
Compute (FP32-eq)
0.05x
B200 is 21.63x faster
FP32 Compute
0.58x
B200 is 1.73x faster
VRAM
0.10x
B200 has 9.60x more
Memory Bandwidth
0.10x
B200 has 10.00x more
NVIDIA H200 PCIe
Compute (FP32-eq)
0.07x
H200 PCIe is 14.55x faster
FP32 Compute
1.02x
Need 1.02x H200 PCIe
VRAM
0.14x
H200 PCIe has 7.05x more
Memory Bandwidth
0.17x
H200 PCIe has 6.00x more

Pricing

Price TypeMI100B200H200 PCIeRadeon RX 7900 XT
CAPEX (Street Price)—$70,000——
OPEX (per hour)————
Price per TFLOPs (FP32-eq)—$62——