Compare XPUs

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

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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 L40SNVIDIA B200AMD MI350XNVIDIA GeForce RTX 5080AMD MI300A
ArchitectureAda LovelaceBlackwellCDNA 4BlackwellCDNA 3
Form FactorPCIeSXMOAMPCIeOAM
VRAM48 GB192 GB288 GB16 GB128 GB
Memory Bandwidth864 GB/s8,000 GB/s—960 GB/s5,300 GB/s
TFLOPs (FP32)91.690—56.28122.6
TFLOPs (FP16)7332,250—112.6980.6
TFLOPs7332,2502,100112.6980.6
TFLOPs (FP8)1,4664,500———
TDP350 W1000 W850 W360 W760 W
Launch DateOct 2023Mar 2024Jun 2025Jan 2025Dec 2023

Efficiency Metrics

MetricL40SB200MI350XGeForce RTX 5080MI300A
TFLOPs per Watt (FP32-eq)1.051.131.240.160.65
Memory Bandwidth per GB18.0 GB/s41.7 GB/s—60.0 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 L40S

NVIDIA B200
Compute (FP32-eq)
0.33x
B200 is 3.07x faster
FP32 Compute
1.02x
Need 1.02x B200
VRAM
0.25x
B200 has 4.00x more
Memory Bandwidth
0.11x
B200 has 9.26x more
AMD MI350X
Compute (FP32-eq)
0.35x
MI350X is 2.86x faster
VRAM
0.17x
MI350X has 6.00x more
NVIDIA GeForce RTX 5080
Compute (FP32-eq)
6.51x
Need 6.51x GeForce RTX 5080
FP32 Compute
1.63x
Need 1.63x GeForce RTX 5080
VRAM
3.00x
Need 3.00x GeForce RTX 5080
Memory Bandwidth
0.90x
GeForce RTX 5080 has 1.11x more
AMD MI300A
Compute (FP32-eq)
0.75x
MI300A is 1.34x faster
FP32 Compute
0.75x
MI300A is 1.34x faster
VRAM
0.38x
MI300A has 2.67x more
Memory Bandwidth
0.16x
MI300A has 6.13x more

To match 1x NVIDIA B200

NVIDIA L40S
Compute (FP32-eq)
3.07x
Need 3.07x L40S
FP32 Compute
0.98x
L40S is 1.02x faster
VRAM
4.00x
Need 4.00x L40S
Memory Bandwidth
9.26x
Need 9.26x L40S
AMD MI350X
Compute (FP32-eq)
1.07x
Need 1.07x MI350X
VRAM
0.67x
MI350X has 1.50x more
NVIDIA GeForce RTX 5080
Compute (FP32-eq)
19.98x
Need 19.98x GeForce RTX 5080
FP32 Compute
1.60x
Need 1.60x GeForce RTX 5080
VRAM
12.00x
Need 12.00x GeForce RTX 5080
Memory Bandwidth
8.33x
Need 8.33x GeForce RTX 5080
AMD MI300A
Compute (FP32-eq)
2.29x
Need 2.29x MI300A
FP32 Compute
0.73x
MI300A is 1.36x faster
VRAM
1.50x
Need 1.50x MI300A
Memory Bandwidth
1.51x
Need 1.51x MI300A

To match 1x AMD MI350X

NVIDIA L40S
Compute (FP32-eq)
2.86x
Need 2.86x L40S
VRAM
6.00x
Need 6.00x L40S
NVIDIA B200
Compute (FP32-eq)
0.93x
B200 is 1.07x faster
VRAM
1.50x
Need 1.50x B200
NVIDIA GeForce RTX 5080
Compute (FP32-eq)
18.65x
Need 18.65x GeForce RTX 5080
VRAM
18.00x
Need 18.00x GeForce RTX 5080
AMD MI300A
Compute (FP32-eq)
2.14x
Need 2.14x MI300A
VRAM
2.25x
Need 2.25x MI300A

To match 1x NVIDIA GeForce RTX 5080

NVIDIA L40S
Compute (FP32-eq)
0.15x
L40S is 6.51x faster
FP32 Compute
0.61x
L40S is 1.63x faster
VRAM
0.33x
L40S has 3.00x more
Memory Bandwidth
1.11x
Need 1.11x L40S
NVIDIA B200
Compute (FP32-eq)
0.05x
B200 is 19.98x faster
FP32 Compute
0.63x
B200 is 1.60x faster
VRAM
0.08x
B200 has 12.00x more
Memory Bandwidth
0.12x
B200 has 8.33x more
AMD MI350X
Compute (FP32-eq)
0.05x
MI350X is 18.65x faster
VRAM
0.06x
MI350X has 18.00x more
AMD MI300A
Compute (FP32-eq)
0.11x
MI300A is 8.71x faster
FP32 Compute
0.46x
MI300A is 2.18x faster
VRAM
0.13x
MI300A has 8.00x more
Memory Bandwidth
0.18x
MI300A has 5.52x more

To match 1x AMD MI300A

NVIDIA L40S
Compute (FP32-eq)
1.34x
Need 1.34x L40S
FP32 Compute
1.34x
Need 1.34x L40S
VRAM
2.67x
Need 2.67x L40S
Memory Bandwidth
6.13x
Need 6.13x L40S
NVIDIA B200
Compute (FP32-eq)
0.44x
B200 is 2.29x faster
FP32 Compute
1.36x
Need 1.36x B200
VRAM
0.67x
B200 has 1.50x more
Memory Bandwidth
0.66x
B200 has 1.51x more
AMD MI350X
Compute (FP32-eq)
0.47x
MI350X is 2.14x faster
VRAM
0.44x
MI350X has 2.25x more
NVIDIA GeForce RTX 5080
Compute (FP32-eq)
8.71x
Need 8.71x GeForce RTX 5080
FP32 Compute
2.18x
Need 2.18x GeForce RTX 5080
VRAM
8.00x
Need 8.00x GeForce RTX 5080
Memory Bandwidth
5.52x
Need 5.52x GeForce RTX 5080

Pricing

Price TypeL40SB200MI350XGeForce RTX 5080MI300A
CAPEX (Street Price)$10,000$70,000———
OPEX (per hour)$1.50/hr————
Price per TFLOPs (FP32-eq)$27$62———