Compare XPUs

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

Select XPUs to Compare

Showing 72 XPUs5 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

Maximum of 5 XPUs can be compared at once. Deselect one to add another.

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 L40SNVIDIA A10AMD MI210AWS Trainium2NVIDIA GB200 NVL72
ArchitectureAda LovelaceAmpereCDNA 2Trainium Gen2Blackwell
Form FactorPCIePCIePCIeCustom
VRAM48 GB24 GB64 GB13824 GB
Memory Bandwidth864 GB/s600 GB/s1,638 GB/s130,000 GB/s
TFLOPs (FP32)91.631.245.36,480
TFLOPs (FP16)733125181360,000
TFLOPs733125181680360,000
TFLOPs (FP8)1,466
TDP350 W150 W300 W300 W120000 W
Launch DateOct 2023Apr 2021Jan 2022Nov 2023Mar 2024

Efficiency Metrics

MetricL40SA10MI210Trainium2GB200 NVL72
TFLOPs per Watt (FP32-eq)1.050.420.301.131.50
Memory Bandwidth per GB18.0 GB/s25.0 GB/s25.6 GB/s9.4 GB/s

Performance Equivalence

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

To match 1x NVIDIA L40S

NVIDIA A10
Compute (FP32-eq)
5.86x
Need 5.86x A10
FP32 Compute
2.94x
Need 2.94x A10
VRAM
2.00x
Need 2.00x A10
Memory Bandwidth
1.44x
Need 1.44x A10
AMD MI210
Compute (FP32-eq)
4.05x
Need 4.05x MI210
FP32 Compute
2.02x
Need 2.02x MI210
VRAM
0.75x
MI210 has 1.33x more
Memory Bandwidth
0.53x
MI210 has 1.90x more
AWS Trainium2
Compute (FP32-eq)
1.08x
Need 1.08x Trainium2
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 491.13x faster
FP32 Compute
0.01x
GB200 NVL72 is 70.74x faster
VRAM
0.00x
GB200 NVL72 has 288.00x more
Memory Bandwidth
0.01x
GB200 NVL72 has 150.46x more

To match 1x NVIDIA A10

NVIDIA L40S
Compute (FP32-eq)
0.17x
L40S is 5.86x faster
FP32 Compute
0.34x
L40S is 2.94x faster
VRAM
0.50x
L40S has 2.00x more
Memory Bandwidth
0.69x
L40S has 1.44x more
AMD MI210
Compute (FP32-eq)
0.69x
MI210 is 1.45x faster
FP32 Compute
0.69x
MI210 is 1.45x faster
VRAM
0.38x
MI210 has 2.67x more
Memory Bandwidth
0.37x
MI210 has 2.73x more
AWS Trainium2
Compute (FP32-eq)
0.18x
Trainium2 is 5.44x faster
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

To match 1x AMD MI210

NVIDIA L40S
Compute (FP32-eq)
0.25x
L40S is 4.05x faster
FP32 Compute
0.49x
L40S is 2.02x faster
VRAM
1.33x
Need 1.33x L40S
Memory Bandwidth
1.90x
Need 1.90x L40S
NVIDIA A10
Compute (FP32-eq)
1.45x
Need 1.45x A10
FP32 Compute
1.45x
Need 1.45x A10
VRAM
2.67x
Need 2.67x A10
Memory Bandwidth
2.73x
Need 2.73x A10
AWS Trainium2
Compute (FP32-eq)
0.27x
Trainium2 is 3.76x faster
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 1988.95x faster
FP32 Compute
0.01x
GB200 NVL72 is 143.05x faster
VRAM
0.00x
GB200 NVL72 has 216.00x more
Memory Bandwidth
0.01x
GB200 NVL72 has 79.37x more

To match 1x AWS Trainium2

NVIDIA L40S
Compute (FP32-eq)
0.93x
L40S is 1.08x faster
NVIDIA A10
Compute (FP32-eq)
5.44x
Need 5.44x A10
AMD MI210
Compute (FP32-eq)
3.76x
Need 3.76x MI210
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 529.41x faster

To match 1x NVIDIA GB200 NVL72

NVIDIA L40S
Compute (FP32-eq)
491.13x
Need 491.13x L40S
FP32 Compute
70.74x
Need 70.74x L40S
VRAM
288.00x
Need 288.00x L40S
Memory Bandwidth
150.46x
Need 150.46x L40S
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 MI210
Compute (FP32-eq)
1988.95x
Need 1988.95x MI210
FP32 Compute
143.05x
Need 143.05x MI210
VRAM
216.00x
Need 216.00x MI210
Memory Bandwidth
79.37x
Need 79.37x MI210
AWS Trainium2
Compute (FP32-eq)
529.41x
Need 529.41x Trainium2

Pricing

Price TypeL40SA10MI210Trainium2GB200 NVL72
CAPEX (Street Price)$10,000$6,000
OPEX (per hour)$1.50/hr$1.34/hr
Price per TFLOPs (FP32-eq)$27$66