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

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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 MI100AMD MI325XTenstorrent WormholeNVIDIA H100 SXMNVIDIA GB200 Superchip
ArchitectureCDNACDNA 3.5Tensix CoreHopperBlackwell
Form FactorPCIeOAMSXMSXM
VRAM32 GB256 GB24 GB80 GB384 GB
Memory Bandwidth1,228 GB/s6,000 GB/s3,350 GB/s8,000 GB/s
TFLOPs (FP32)23.11756790
TFLOPs (FP16)184.61,4001,9795,000
TFLOPs23.11,4003641,9795,000
TFLOPs (FP8)2,8003,958
TDP300 W800 W160 W700 W2700 W
Launch DateNov 2020Oct 2024Oct 2023Sep 2022Mar 2024

Efficiency Metrics

MetricMI100MI325XWormholeH100 SXMGB200 Superchip
TFLOPs per Watt (FP32-eq)0.080.881.141.410.93
Memory Bandwidth per GB38.4 GB/s23.4 GB/s41.9 GB/s20.8 GB/s

Performance Equivalence

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

To match 1x AMD MI100

AMD MI325X
Compute (FP32-eq)
0.03x
MI325X is 30.30x faster
FP32 Compute
0.13x
MI325X is 7.58x faster
VRAM
0.13x
MI325X has 8.00x more
Memory Bandwidth
0.20x
MI325X has 4.89x more
Tenstorrent Wormhole
Compute (FP32-eq)
0.13x
Wormhole is 7.88x faster
VRAM
1.33x
Need 1.33x Wormhole
NVIDIA H100 SXM
Compute (FP32-eq)
0.02x
H100 SXM is 42.84x faster
FP32 Compute
0.34x
H100 SXM is 2.90x faster
VRAM
0.40x
H100 SXM has 2.50x more
Memory Bandwidth
0.37x
H100 SXM has 2.73x more
NVIDIA GB200 Superchip
Compute (FP32-eq)
0.01x
GB200 Superchip is 108.23x faster
FP32 Compute
0.26x
GB200 Superchip is 3.90x faster
VRAM
0.08x
GB200 Superchip has 12.00x more
Memory Bandwidth
0.15x
GB200 Superchip has 6.51x more

To match 1x AMD MI325X

AMD MI100
Compute (FP32-eq)
30.30x
Need 30.30x MI100
FP32 Compute
7.58x
Need 7.58x MI100
VRAM
8.00x
Need 8.00x MI100
Memory Bandwidth
4.89x
Need 4.89x MI100
Tenstorrent Wormhole
Compute (FP32-eq)
3.85x
Need 3.85x Wormhole
VRAM
10.67x
Need 10.67x Wormhole
NVIDIA H100 SXM
Compute (FP32-eq)
0.71x
H100 SXM is 1.41x faster
FP32 Compute
2.61x
Need 2.61x H100 SXM
VRAM
3.20x
Need 3.20x H100 SXM
Memory Bandwidth
1.79x
Need 1.79x H100 SXM
NVIDIA GB200 Superchip
Compute (FP32-eq)
0.28x
GB200 Superchip is 3.57x faster
FP32 Compute
1.94x
Need 1.94x GB200 Superchip
VRAM
0.67x
GB200 Superchip has 1.50x more
Memory Bandwidth
0.75x
GB200 Superchip has 1.33x more

To match 1x Tenstorrent Wormhole

AMD MI100
Compute (FP32-eq)
7.88x
Need 7.88x MI100
VRAM
0.75x
MI100 has 1.33x more
AMD MI325X
Compute (FP32-eq)
0.26x
MI325X is 3.85x faster
VRAM
0.09x
MI325X has 10.67x more
NVIDIA H100 SXM
Compute (FP32-eq)
0.18x
H100 SXM is 5.44x faster
VRAM
0.30x
H100 SXM has 3.33x more
NVIDIA GB200 Superchip
Compute (FP32-eq)
0.07x
GB200 Superchip is 13.74x faster
VRAM
0.06x
GB200 Superchip has 16.00x more

To match 1x NVIDIA H100 SXM

AMD MI100
Compute (FP32-eq)
42.84x
Need 42.84x MI100
FP32 Compute
2.90x
Need 2.90x MI100
VRAM
2.50x
Need 2.50x MI100
Memory Bandwidth
2.73x
Need 2.73x MI100
AMD MI325X
Compute (FP32-eq)
1.41x
Need 1.41x MI325X
FP32 Compute
0.38x
MI325X is 2.61x faster
VRAM
0.31x
MI325X has 3.20x more
Memory Bandwidth
0.56x
MI325X has 1.79x more
Tenstorrent Wormhole
Compute (FP32-eq)
5.44x
Need 5.44x Wormhole
VRAM
3.33x
Need 3.33x Wormhole
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

To match 1x NVIDIA GB200 Superchip

AMD MI100
Compute (FP32-eq)
108.23x
Need 108.23x MI100
FP32 Compute
3.90x
Need 3.90x MI100
VRAM
12.00x
Need 12.00x MI100
Memory Bandwidth
6.51x
Need 6.51x MI100
AMD MI325X
Compute (FP32-eq)
3.57x
Need 3.57x MI325X
FP32 Compute
0.51x
MI325X is 1.94x faster
VRAM
1.50x
Need 1.50x MI325X
Memory Bandwidth
1.33x
Need 1.33x MI325X
Tenstorrent Wormhole
Compute (FP32-eq)
13.74x
Need 13.74x Wormhole
VRAM
16.00x
Need 16.00x Wormhole
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

Pricing

Price TypeMI100MI325XWormholeH100 SXMGB200 Superchip
CAPEX (Street Price)$45,000$30,000
OPEX (per hour)$3.50/hr
Price per TFLOPs (FP32-eq)$64$30