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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 A10AMD MI100NVIDIA B200AMD Radeon RX 7900 XTX
ArchitectureAmpereCDNABlackwellRDNA 3
Form FactorPCIePCIeSXMPCIe
VRAM24 GB32 GB192 GB24 GB
Memory Bandwidth600 GB/s1,228 GB/s8,000 GB/s960 GB/s
TFLOPs (FP32)31.223.19061
TFLOPs (FP16)125184.62,250122
TFLOPs12523.12,250122
TFLOPs (FP8)——4,500—
TDP150 W300 W1000 W355 W
Launch DateApr 2021Nov 2020Mar 2024Dec 2022

Efficiency Metrics

MetricA10MI100B200Radeon RX 7900 XTX
TFLOPs per Watt (FP32-eq)0.420.081.130.17
Memory Bandwidth per GB25.0 GB/s38.4 GB/s41.7 GB/s40.0 GB/s

Performance Equivalence

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

To match 1x NVIDIA A10

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 B200
Compute (FP32-eq)
0.06x
B200 is 18.00x faster
FP32 Compute
0.35x
B200 is 2.88x faster
VRAM
0.13x
B200 has 8.00x more
Memory Bandwidth
0.07x
B200 has 13.33x more
AMD Radeon RX 7900 XTX
Compute (FP32-eq)
1.02x
Need 1.02x Radeon RX 7900 XTX
FP32 Compute
0.51x
Radeon RX 7900 XTX is 1.96x faster
VRAM
1.00x
Radeon RX 7900 XTX has 1.00x more
Memory Bandwidth
0.63x
Radeon RX 7900 XTX has 1.60x more

To match 1x AMD MI100

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 B200
Compute (FP32-eq)
0.02x
B200 is 48.70x faster
FP32 Compute
0.26x
B200 is 3.90x faster
VRAM
0.17x
B200 has 6.00x more
Memory Bandwidth
0.15x
B200 has 6.51x more
AMD Radeon RX 7900 XTX
Compute (FP32-eq)
0.38x
Radeon RX 7900 XTX is 2.64x faster
FP32 Compute
0.38x
Radeon RX 7900 XTX is 2.64x faster
VRAM
1.33x
Need 1.33x Radeon RX 7900 XTX
Memory Bandwidth
1.28x
Need 1.28x Radeon RX 7900 XTX

To match 1x NVIDIA B200

NVIDIA A10
Compute (FP32-eq)
18.00x
Need 18.00x A10
FP32 Compute
2.88x
Need 2.88x A10
VRAM
8.00x
Need 8.00x A10
Memory Bandwidth
13.33x
Need 13.33x A10
AMD MI100
Compute (FP32-eq)
48.70x
Need 48.70x MI100
FP32 Compute
3.90x
Need 3.90x MI100
VRAM
6.00x
Need 6.00x MI100
Memory Bandwidth
6.51x
Need 6.51x MI100
AMD Radeon RX 7900 XTX
Compute (FP32-eq)
18.44x
Need 18.44x Radeon RX 7900 XTX
FP32 Compute
1.48x
Need 1.48x Radeon RX 7900 XTX
VRAM
8.00x
Need 8.00x Radeon RX 7900 XTX
Memory Bandwidth
8.33x
Need 8.33x Radeon RX 7900 XTX

To match 1x AMD Radeon RX 7900 XTX

NVIDIA A10
Compute (FP32-eq)
0.98x
A10 is 1.02x faster
FP32 Compute
1.96x
Need 1.96x A10
VRAM
1.00x
A10 has 1.00x more
Memory Bandwidth
1.60x
Need 1.60x A10
AMD MI100
Compute (FP32-eq)
2.64x
Need 2.64x MI100
FP32 Compute
2.64x
Need 2.64x MI100
VRAM
0.75x
MI100 has 1.33x more
Memory Bandwidth
0.78x
MI100 has 1.28x more
NVIDIA B200
Compute (FP32-eq)
0.05x
B200 is 18.44x faster
FP32 Compute
0.68x
B200 is 1.48x faster
VRAM
0.13x
B200 has 8.00x more
Memory Bandwidth
0.12x
B200 has 8.33x more

Pricing

Price TypeA10MI100B200Radeon RX 7900 XTX
CAPEX (Street Price)——$70,000—
OPEX (per hour)————
Price per TFLOPs (FP32-eq)——$62—