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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 A40AWS Trainium2NVIDIA GB200 SuperchipNVIDIA GeForce RTX 4060 Ti
ArchitectureAmpereTrainium Gen2BlackwellAda Lovelace
Form FactorPCIe—SXMPCIe
VRAM48 GB—384 GB8 GB
Memory Bandwidth696 GB/s—8,000 GB/s288 GB/s
TFLOPs (FP32)37.4—9022.1
TFLOPs (FP16)150—5,00044.2
TFLOPs1506805,00044.2
TFLOPs (FP8)————
TDP300 W300 W2700 W160 W
Launch DateOct 2020Nov 2023Mar 2024May 2023

Efficiency Metrics

MetricA40Trainium2GB200 SuperchipGeForce RTX 4060 Ti
TFLOPs per Watt (FP32-eq)0.251.130.930.14
Memory Bandwidth per GB14.5 GB/s—20.8 GB/s36.0 GB/s

Performance Equivalence

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

To match 1x NVIDIA A40

AWS Trainium2
Compute (FP32-eq)
0.22x
Trainium2 is 4.53x faster
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
NVIDIA GeForce RTX 4060 Ti
Compute (FP32-eq)
3.39x
Need 3.39x GeForce RTX 4060 Ti
FP32 Compute
1.69x
Need 1.69x GeForce RTX 4060 Ti
VRAM
6.00x
Need 6.00x GeForce RTX 4060 Ti
Memory Bandwidth
2.42x
Need 2.42x GeForce RTX 4060 Ti

To match 1x AWS Trainium2

NVIDIA A40
Compute (FP32-eq)
4.53x
Need 4.53x A40
NVIDIA GB200 Superchip
Compute (FP32-eq)
0.14x
GB200 Superchip is 7.35x faster
NVIDIA GeForce RTX 4060 Ti
Compute (FP32-eq)
15.38x
Need 15.38x GeForce RTX 4060 Ti

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
AWS Trainium2
Compute (FP32-eq)
7.35x
Need 7.35x Trainium2
NVIDIA GeForce RTX 4060 Ti
Compute (FP32-eq)
113.12x
Need 113.12x GeForce RTX 4060 Ti
FP32 Compute
4.07x
Need 4.07x GeForce RTX 4060 Ti
VRAM
48.00x
Need 48.00x GeForce RTX 4060 Ti
Memory Bandwidth
27.78x
Need 27.78x GeForce RTX 4060 Ti

To match 1x NVIDIA GeForce RTX 4060 Ti

NVIDIA A40
Compute (FP32-eq)
0.29x
A40 is 3.39x faster
FP32 Compute
0.59x
A40 is 1.69x faster
VRAM
0.17x
A40 has 6.00x more
Memory Bandwidth
0.41x
A40 has 2.42x more
AWS Trainium2
Compute (FP32-eq)
0.07x
Trainium2 is 15.38x faster
NVIDIA GB200 Superchip
Compute (FP32-eq)
0.01x
GB200 Superchip is 113.12x faster
FP32 Compute
0.25x
GB200 Superchip is 4.07x faster
VRAM
0.02x
GB200 Superchip has 48.00x more
Memory Bandwidth
0.04x
GB200 Superchip has 27.78x more

Pricing

Price TypeA40Trainium2GB200 SuperchipGeForce RTX 4060 Ti
CAPEX (Street Price)————
OPEX (per hour)—$1.34/hr——
Price per TFLOPs (FP32-eq)————