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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 TrainiumNVIDIA GeForce RTX 5070 TiNVIDIA GB200 Superchip
ArchitectureAmpereInferentia/TrainiumBlackwellBlackwell
Form FactorPCIe—PCIeSXM
VRAM48 GB32 GB16 GB384 GB
Memory Bandwidth696 GB/s—896 GB/s8,000 GB/s
TFLOPs (FP32)37.4—4490
TFLOPs (FP16)150—885,000
TFLOPs150190885,000
TFLOPs (FP8)————
TDP300 W200 W300 W2700 W
Launch DateOct 2020Nov 2021Feb 2025Mar 2024

Efficiency Metrics

MetricA40TrainiumGeForce RTX 5070 TiGB200 Superchip
TFLOPs per Watt (FP32-eq)0.250.470.150.93
Memory Bandwidth per GB14.5 GB/s—56.0 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 NVIDIA A40

AWS Trainium
Compute (FP32-eq)
0.79x
Trainium is 1.27x faster
VRAM
1.50x
Need 1.50x Trainium
NVIDIA GeForce RTX 5070 Ti
Compute (FP32-eq)
1.70x
Need 1.70x GeForce RTX 5070 Ti
FP32 Compute
0.85x
GeForce RTX 5070 Ti is 1.18x faster
VRAM
3.00x
Need 3.00x GeForce RTX 5070 Ti
Memory Bandwidth
0.78x
GeForce RTX 5070 Ti has 1.29x 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

To match 1x AWS Trainium

NVIDIA A40
Compute (FP32-eq)
1.27x
Need 1.27x A40
VRAM
0.67x
A40 has 1.50x more
NVIDIA GeForce RTX 5070 Ti
Compute (FP32-eq)
2.16x
Need 2.16x GeForce RTX 5070 Ti
VRAM
2.00x
Need 2.00x GeForce RTX 5070 Ti
NVIDIA GB200 Superchip
Compute (FP32-eq)
0.04x
GB200 Superchip is 26.32x faster
VRAM
0.08x
GB200 Superchip has 12.00x more

To match 1x NVIDIA GeForce RTX 5070 Ti

NVIDIA A40
Compute (FP32-eq)
0.59x
A40 is 1.70x faster
FP32 Compute
1.18x
Need 1.18x A40
VRAM
0.33x
A40 has 3.00x more
Memory Bandwidth
1.29x
Need 1.29x A40
AWS Trainium
Compute (FP32-eq)
0.46x
Trainium is 2.16x faster
VRAM
0.50x
Trainium has 2.00x more
NVIDIA GB200 Superchip
Compute (FP32-eq)
0.02x
GB200 Superchip is 56.82x faster
FP32 Compute
0.49x
GB200 Superchip is 2.05x faster
VRAM
0.04x
GB200 Superchip has 24.00x more
Memory Bandwidth
0.11x
GB200 Superchip has 8.93x 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
AWS Trainium
Compute (FP32-eq)
26.32x
Need 26.32x Trainium
VRAM
12.00x
Need 12.00x Trainium
NVIDIA GeForce RTX 5070 Ti
Compute (FP32-eq)
56.82x
Need 56.82x GeForce RTX 5070 Ti
FP32 Compute
2.05x
Need 2.05x GeForce RTX 5070 Ti
VRAM
24.00x
Need 24.00x GeForce RTX 5070 Ti
Memory Bandwidth
8.93x
Need 8.93x GeForce RTX 5070 Ti

Pricing

Price TypeA40TrainiumGeForce RTX 5070 TiGB200 Superchip
CAPEX (Street Price)————
OPEX (per hour)————
Price per TFLOPs (FP32-eq)————