Compare XPUs

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Showing 72 XPUs • 5 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

SpecificationNVIDIA A40NVIDIA A10AMD MI100NVIDIA GB200 SuperchipEtched Sohu
ArchitectureAmpereAmpereCDNABlackwellTransformer ASIC
Form FactorPCIePCIePCIeSXMPCIe
VRAM48 GB24 GB32 GB384 GB144 GB
Memory Bandwidth696 GB/s600 GB/s1,228 GB/s8,000 GB/s4,800 GB/s
TFLOPs (FP32)37.431.223.19010,000
TFLOPs (FP16)150125184.65,000—
TFLOPs15012523.15,00010,000
TFLOPs (FP8)—————
TDP300 W150 W300 W2700 W700 W
Launch DateOct 2020Apr 2021Nov 2020Mar 2024Jun 2024

Efficiency Metrics

MetricA40A10MI100GB200 SuperchipSohu
TFLOPs per Watt (FP32-eq)0.250.420.080.9314.29
Memory Bandwidth per GB14.5 GB/s25.0 GB/s38.4 GB/s20.8 GB/s33.3 GB/s

Performance Equivalence

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

To match 1x NVIDIA A40

NVIDIA A10
Compute (FP32-eq)
1.20x
Need 1.20x A10
FP32 Compute
1.20x
Need 1.20x A10
VRAM
2.00x
Need 2.00x A10
Memory Bandwidth
1.16x
Need 1.16x A10
AMD MI100
Compute (FP32-eq)
3.25x
Need 3.25x MI100
FP32 Compute
1.62x
Need 1.62x MI100
VRAM
1.50x
Need 1.50x MI100
Memory Bandwidth
0.57x
MI100 has 1.76x more
NVIDIA GB200 Superchip
Compute (FP32-eq)
0.03x
GB200 Superchip is 33.33x faster
FP32 Compute
0.42x
GB200 Superchip is 2.41x faster
VRAM
0.13x
GB200 Superchip has 8.00x more
Memory Bandwidth
0.09x
GB200 Superchip has 11.49x more
Etched Sohu
Compute (FP32-eq)
0.01x
Sohu is 133.33x faster
FP32 Compute
0.00x
Sohu is 267.38x faster
VRAM
0.33x
Sohu has 3.00x more
Memory Bandwidth
0.14x
Sohu has 6.90x more

To match 1x NVIDIA A10

NVIDIA A40
Compute (FP32-eq)
0.83x
A40 is 1.20x faster
FP32 Compute
0.83x
A40 is 1.20x faster
VRAM
0.50x
A40 has 2.00x more
Memory Bandwidth
0.86x
A40 has 1.16x more
AMD MI100
Compute (FP32-eq)
2.71x
Need 2.71x MI100
FP32 Compute
1.35x
Need 1.35x MI100
VRAM
0.75x
MI100 has 1.33x more
Memory Bandwidth
0.49x
MI100 has 2.05x more
NVIDIA GB200 Superchip
Compute (FP32-eq)
0.03x
GB200 Superchip is 40.00x faster
FP32 Compute
0.35x
GB200 Superchip is 2.88x faster
VRAM
0.06x
GB200 Superchip has 16.00x more
Memory Bandwidth
0.07x
GB200 Superchip has 13.33x more
Etched Sohu
Compute (FP32-eq)
0.01x
Sohu is 160.00x faster
FP32 Compute
0.00x
Sohu is 320.51x faster
VRAM
0.17x
Sohu has 6.00x more
Memory Bandwidth
0.13x
Sohu has 8.00x more

To match 1x AMD MI100

NVIDIA A40
Compute (FP32-eq)
0.31x
A40 is 3.25x faster
FP32 Compute
0.62x
A40 is 1.62x faster
VRAM
0.67x
A40 has 1.50x more
Memory Bandwidth
1.76x
Need 1.76x A40
NVIDIA A10
Compute (FP32-eq)
0.37x
A10 is 2.71x faster
FP32 Compute
0.74x
A10 is 1.35x faster
VRAM
1.33x
Need 1.33x A10
Memory Bandwidth
2.05x
Need 2.05x A10
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
Etched Sohu
Compute (FP32-eq)
0.00x
Sohu is 432.90x faster
FP32 Compute
0.00x
Sohu is 432.90x faster
VRAM
0.22x
Sohu has 4.50x more
Memory Bandwidth
0.26x
Sohu has 3.91x more

To match 1x NVIDIA GB200 Superchip

NVIDIA A40
Compute (FP32-eq)
33.33x
Need 33.33x A40
FP32 Compute
2.41x
Need 2.41x A40
VRAM
8.00x
Need 8.00x A40
Memory Bandwidth
11.49x
Need 11.49x A40
NVIDIA A10
Compute (FP32-eq)
40.00x
Need 40.00x A10
FP32 Compute
2.88x
Need 2.88x A10
VRAM
16.00x
Need 16.00x A10
Memory Bandwidth
13.33x
Need 13.33x A10
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
Etched Sohu
Compute (FP32-eq)
0.25x
Sohu is 4.00x faster
FP32 Compute
0.01x
Sohu is 111.11x faster
VRAM
2.67x
Need 2.67x Sohu
Memory Bandwidth
1.67x
Need 1.67x Sohu

To match 1x Etched Sohu

NVIDIA A40
Compute (FP32-eq)
133.33x
Need 133.33x A40
FP32 Compute
267.38x
Need 267.38x A40
VRAM
3.00x
Need 3.00x A40
Memory Bandwidth
6.90x
Need 6.90x A40
NVIDIA A10
Compute (FP32-eq)
160.00x
Need 160.00x A10
FP32 Compute
320.51x
Need 320.51x A10
VRAM
6.00x
Need 6.00x A10
Memory Bandwidth
8.00x
Need 8.00x A10
AMD MI100
Compute (FP32-eq)
432.90x
Need 432.90x MI100
FP32 Compute
432.90x
Need 432.90x MI100
VRAM
4.50x
Need 4.50x MI100
Memory Bandwidth
3.91x
Need 3.91x MI100
NVIDIA GB200 Superchip
Compute (FP32-eq)
4.00x
Need 4.00x GB200 Superchip
FP32 Compute
111.11x
Need 111.11x GB200 Superchip
VRAM
0.38x
GB200 Superchip has 2.67x more
Memory Bandwidth
0.60x
GB200 Superchip has 1.67x more

Pricing

Price TypeA40A10MI100GB200 SuperchipSohu
CAPEX (Street Price)—————
OPEX (per hour)—————
Price per TFLOPs (FP32-eq)—————