Compare XPUs

Select up to 5 XPUs to compare side-by-side

Select XPUs to Compare

Showing 72 XPUs4 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 A10Meta MTIA v1AMD MI300XAMD Radeon RX 7900 XT
ArchitectureAmpereMeta Training & Inference AcceleratorCDNA 3RDNA 3
Form FactorPCIeOAMPCIe
VRAM24 GB128 GB192 GB20 GB
Memory Bandwidth600 GB/s5,300 GB/s800 GB/s
TFLOPs (FP32)31.216352
TFLOPs (FP16)1251,307104
TFLOPs1251,307104
TFLOPs (FP8)2,614
TDP150 W400 W750 W315 W
Launch DateApr 2021May 2023Dec 2023Dec 2022

Efficiency Metrics

MetricA10MTIA v1MI300XRadeon RX 7900 XT
TFLOPs per Watt (FP32-eq)0.420.870.17
Memory Bandwidth per GB25.0 GB/s27.6 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

Meta MTIA v1
VRAM
0.19x
MTIA v1 has 5.33x more
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
AMD Radeon RX 7900 XT
Compute (FP32-eq)
1.20x
Need 1.20x Radeon RX 7900 XT
FP32 Compute
0.60x
Radeon RX 7900 XT is 1.67x faster
VRAM
1.20x
Need 1.20x Radeon RX 7900 XT
Memory Bandwidth
0.75x
Radeon RX 7900 XT has 1.33x more

To match 1x Meta MTIA v1

NVIDIA A10
VRAM
5.33x
Need 5.33x A10
AMD MI300X
VRAM
0.67x
MI300X has 1.50x more
AMD Radeon RX 7900 XT
VRAM
6.40x
Need 6.40x Radeon RX 7900 XT

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
Meta MTIA v1
VRAM
1.50x
Need 1.50x MTIA v1
AMD Radeon RX 7900 XT
Compute (FP32-eq)
12.57x
Need 12.57x Radeon RX 7900 XT
FP32 Compute
3.13x
Need 3.13x Radeon RX 7900 XT
VRAM
9.60x
Need 9.60x Radeon RX 7900 XT
Memory Bandwidth
6.63x
Need 6.63x Radeon RX 7900 XT

To match 1x AMD Radeon RX 7900 XT

NVIDIA A10
Compute (FP32-eq)
0.83x
A10 is 1.20x faster
FP32 Compute
1.67x
Need 1.67x A10
VRAM
0.83x
A10 has 1.20x more
Memory Bandwidth
1.33x
Need 1.33x A10
Meta MTIA v1
VRAM
0.16x
MTIA v1 has 6.40x more
AMD MI300X
Compute (FP32-eq)
0.08x
MI300X is 12.57x faster
FP32 Compute
0.32x
MI300X is 3.13x faster
VRAM
0.10x
MI300X has 9.60x more
Memory Bandwidth
0.15x
MI300X has 6.63x more

Pricing

Price TypeA10MTIA v1MI300XRadeon RX 7900 XT
CAPEX (Street Price)$35,000
OPEX (per hour)$10.40/hr
Price per TFLOPs (FP32-eq)$54