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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 A40AMD MI250XNVIDIA B200Intel Habana Gaudi 2
ArchitectureAmpereCDNA 2BlackwellGaudi Gen2
Form FactorPCIeOAMSXMOAM
VRAM48 GB128 GB192 GB96 GB
Memory Bandwidth696 GB/s3,277 GB/s8,000 GB/s2,450 GB/s
TFLOPs (FP32)37.447.990—
TFLOPs (FP16)1503832,250—
TFLOPs1503832,250432
TFLOPs (FP8)——4,500—
TDP300 W560 W1000 W600 W
Launch DateOct 2020Nov 2021Mar 2024May 2022

Efficiency Metrics

MetricA40MI250XB200Gaudi 2
TFLOPs per Watt (FP32-eq)0.250.341.130.36
Memory Bandwidth per GB14.5 GB/s25.6 GB/s41.7 GB/s25.5 GB/s

Performance Equivalence

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

To match 1x NVIDIA A40

AMD MI250X
Compute (FP32-eq)
0.39x
MI250X is 2.55x faster
FP32 Compute
0.78x
MI250X is 1.28x faster
VRAM
0.38x
MI250X has 2.67x more
Memory Bandwidth
0.21x
MI250X has 4.71x more
NVIDIA B200
Compute (FP32-eq)
0.07x
B200 is 15.00x faster
FP32 Compute
0.42x
B200 is 2.41x faster
VRAM
0.25x
B200 has 4.00x more
Memory Bandwidth
0.09x
B200 has 11.49x more
Intel Habana Gaudi 2
Compute (FP32-eq)
0.35x
Gaudi 2 is 2.88x faster
VRAM
0.50x
Gaudi 2 has 2.00x more
Memory Bandwidth
0.28x
Gaudi 2 has 3.52x more

To match 1x AMD MI250X

NVIDIA A40
Compute (FP32-eq)
2.55x
Need 2.55x A40
FP32 Compute
1.28x
Need 1.28x A40
VRAM
2.67x
Need 2.67x A40
Memory Bandwidth
4.71x
Need 4.71x A40
NVIDIA B200
Compute (FP32-eq)
0.17x
B200 is 5.87x faster
FP32 Compute
0.53x
B200 is 1.88x faster
VRAM
0.67x
B200 has 1.50x more
Memory Bandwidth
0.41x
B200 has 2.44x more
Intel Habana Gaudi 2
Compute (FP32-eq)
0.89x
Gaudi 2 is 1.13x faster
VRAM
1.33x
Need 1.33x Gaudi 2
Memory Bandwidth
1.34x
Need 1.34x Gaudi 2

To match 1x NVIDIA B200

NVIDIA A40
Compute (FP32-eq)
15.00x
Need 15.00x A40
FP32 Compute
2.41x
Need 2.41x A40
VRAM
4.00x
Need 4.00x A40
Memory Bandwidth
11.49x
Need 11.49x A40
AMD MI250X
Compute (FP32-eq)
5.87x
Need 5.87x MI250X
FP32 Compute
1.88x
Need 1.88x MI250X
VRAM
1.50x
Need 1.50x MI250X
Memory Bandwidth
2.44x
Need 2.44x MI250X
Intel Habana Gaudi 2
Compute (FP32-eq)
5.21x
Need 5.21x Gaudi 2
VRAM
2.00x
Need 2.00x Gaudi 2
Memory Bandwidth
3.27x
Need 3.27x Gaudi 2

To match 1x Intel Habana Gaudi 2

NVIDIA A40
Compute (FP32-eq)
2.88x
Need 2.88x A40
VRAM
2.00x
Need 2.00x A40
Memory Bandwidth
3.52x
Need 3.52x A40
AMD MI250X
Compute (FP32-eq)
1.13x
Need 1.13x MI250X
VRAM
0.75x
MI250X has 1.33x more
Memory Bandwidth
0.75x
MI250X has 1.34x more
NVIDIA B200
Compute (FP32-eq)
0.19x
B200 is 5.21x faster
VRAM
0.50x
B200 has 2.00x more
Memory Bandwidth
0.31x
B200 has 3.27x more

Pricing

Price TypeA40MI250XB200Gaudi 2
CAPEX (Street Price)—$12,000$70,000—
OPEX (per hour)—$2.00/hr——
Price per TFLOPs (FP32-eq)—$63$62—