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 A10AMD MI300XNVIDIA GB200 SuperchipNVIDIA GB200 NVL72AMD MI300A
ArchitectureAmpereCDNA 3BlackwellBlackwellCDNA 3
Form FactorPCIeOAMSXMCustomOAM
VRAM24 GB192 GB384 GB13824 GB128 GB
Memory Bandwidth600 GB/s5,300 GB/s8,000 GB/s130,000 GB/s5,300 GB/s
TFLOPs (FP32)31.2163906,480122.6
TFLOPs (FP16)1251,3075,000360,000980.6
TFLOPs1251,3075,000360,000980.6
TFLOPs (FP8)—2,614———
TDP150 W750 W2700 W120000 W760 W
Launch DateApr 2021Dec 2023Mar 2024Mar 2024Dec 2023

Efficiency Metrics

MetricA10MI300XGB200 SuperchipGB200 NVL72MI300A
TFLOPs per Watt (FP32-eq)0.420.870.931.500.65
Memory Bandwidth per GB25.0 GB/s27.6 GB/s20.8 GB/s9.4 GB/s41.4 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 MI300X
Compute (FP32-eq)
0.10x
MI300X is 10.46x faster
FP32 Compute
0.19x
MI300X is 5.22x faster
VRAM
0.13x
MI300X has 8.00x more
Memory Bandwidth
0.11x
MI300X has 8.83x 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
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 2880.00x faster
FP32 Compute
0.00x
GB200 NVL72 is 207.69x faster
VRAM
0.00x
GB200 NVL72 has 576.00x more
Memory Bandwidth
0.00x
GB200 NVL72 has 216.67x more
AMD MI300A
Compute (FP32-eq)
0.13x
MI300A is 7.84x faster
FP32 Compute
0.25x
MI300A is 3.93x faster
VRAM
0.19x
MI300A has 5.33x more
Memory Bandwidth
0.11x
MI300A has 8.83x more

To match 1x AMD MI300X

NVIDIA A10
Compute (FP32-eq)
10.46x
Need 10.46x A10
FP32 Compute
5.22x
Need 5.22x A10
VRAM
8.00x
Need 8.00x A10
Memory Bandwidth
8.83x
Need 8.83x A10
NVIDIA GB200 Superchip
Compute (FP32-eq)
0.26x
GB200 Superchip is 3.83x faster
FP32 Compute
1.81x
Need 1.81x GB200 Superchip
VRAM
0.50x
GB200 Superchip has 2.00x more
Memory Bandwidth
0.66x
GB200 Superchip has 1.51x more
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 275.44x faster
FP32 Compute
0.03x
GB200 NVL72 is 39.75x faster
VRAM
0.01x
GB200 NVL72 has 72.00x more
Memory Bandwidth
0.04x
GB200 NVL72 has 24.53x more
AMD MI300A
Compute (FP32-eq)
1.33x
Need 1.33x MI300A
FP32 Compute
1.33x
Need 1.33x MI300A
VRAM
1.50x
Need 1.50x MI300A
Memory Bandwidth
1.00x
MI300A has 1.00x more

To match 1x NVIDIA GB200 Superchip

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 MI300X
Compute (FP32-eq)
3.83x
Need 3.83x MI300X
FP32 Compute
0.55x
MI300X is 1.81x faster
VRAM
2.00x
Need 2.00x MI300X
Memory Bandwidth
1.51x
Need 1.51x MI300X
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.01x
GB200 NVL72 is 72.00x faster
FP32 Compute
0.01x
GB200 NVL72 is 72.00x faster
VRAM
0.03x
GB200 NVL72 has 36.00x more
Memory Bandwidth
0.06x
GB200 NVL72 has 16.25x more
AMD MI300A
Compute (FP32-eq)
5.10x
Need 5.10x MI300A
FP32 Compute
0.73x
MI300A is 1.36x faster
VRAM
3.00x
Need 3.00x MI300A
Memory Bandwidth
1.51x
Need 1.51x MI300A

To match 1x NVIDIA GB200 NVL72

NVIDIA A10
Compute (FP32-eq)
2880.00x
Need 2880.00x A10
FP32 Compute
207.69x
Need 207.69x A10
VRAM
576.00x
Need 576.00x A10
Memory Bandwidth
216.67x
Need 216.67x A10
AMD MI300X
Compute (FP32-eq)
275.44x
Need 275.44x MI300X
FP32 Compute
39.75x
Need 39.75x MI300X
VRAM
72.00x
Need 72.00x MI300X
Memory Bandwidth
24.53x
Need 24.53x MI300X
NVIDIA GB200 Superchip
Compute (FP32-eq)
72.00x
Need 72.00x GB200 Superchip
FP32 Compute
72.00x
Need 72.00x GB200 Superchip
VRAM
36.00x
Need 36.00x GB200 Superchip
Memory Bandwidth
16.25x
Need 16.25x GB200 Superchip
AMD MI300A
Compute (FP32-eq)
367.12x
Need 367.12x MI300A
FP32 Compute
52.85x
Need 52.85x MI300A
VRAM
108.00x
Need 108.00x MI300A
Memory Bandwidth
24.53x
Need 24.53x MI300A

To match 1x AMD MI300A

NVIDIA A10
Compute (FP32-eq)
7.84x
Need 7.84x A10
FP32 Compute
3.93x
Need 3.93x A10
VRAM
5.33x
Need 5.33x A10
Memory Bandwidth
8.83x
Need 8.83x A10
AMD MI300X
Compute (FP32-eq)
0.75x
MI300X is 1.33x faster
FP32 Compute
0.75x
MI300X is 1.33x faster
VRAM
0.67x
MI300X has 1.50x more
Memory Bandwidth
1.00x
MI300X has 1.00x more
NVIDIA GB200 Superchip
Compute (FP32-eq)
0.20x
GB200 Superchip is 5.10x faster
FP32 Compute
1.36x
Need 1.36x GB200 Superchip
VRAM
0.33x
GB200 Superchip has 3.00x more
Memory Bandwidth
0.66x
GB200 Superchip has 1.51x more
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 367.12x faster
FP32 Compute
0.02x
GB200 NVL72 is 52.85x faster
VRAM
0.01x
GB200 NVL72 has 108.00x more
Memory Bandwidth
0.04x
GB200 NVL72 has 24.53x more

Pricing

Price TypeA10MI300XGB200 SuperchipGB200 NVL72MI300A
CAPEX (Street Price)—$35,000———
OPEX (per hour)—$10.40/hr———
Price per TFLOPs (FP32-eq)—$54———