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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 L40SAMD MI100NVIDIA H100 SXMNVIDIA GeForce RTX 4080
ArchitectureAda LovelaceCDNAHopperAda Lovelace
Form FactorPCIePCIeSXMPCIe
VRAM48 GB32 GB80 GB16 GB
Memory Bandwidth864 GB/s1,228 GB/s3,350 GB/s717 GB/s
TFLOPs (FP32)91.623.16748.7
TFLOPs (FP16)733184.61,97997.5
TFLOPs73323.11,97997.5
TFLOPs (FP8)1,466—3,958—
TDP350 W300 W700 W320 W
Launch DateOct 2023Nov 2020Sep 2022Nov 2022

Efficiency Metrics

MetricL40SMI100H100 SXMGeForce RTX 4080
TFLOPs per Watt (FP32-eq)1.050.081.410.15
Memory Bandwidth per GB18.0 GB/s38.4 GB/s41.9 GB/s44.8 GB/s

Performance Equivalence

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

To match 1x NVIDIA L40S

AMD MI100
Compute (FP32-eq)
15.87x
Need 15.87x MI100
FP32 Compute
3.97x
Need 3.97x MI100
VRAM
1.50x
Need 1.50x MI100
Memory Bandwidth
0.70x
MI100 has 1.42x more
NVIDIA H100 SXM
Compute (FP32-eq)
0.37x
H100 SXM is 2.70x faster
FP32 Compute
1.37x
Need 1.37x H100 SXM
VRAM
0.60x
H100 SXM has 1.67x more
Memory Bandwidth
0.26x
H100 SXM has 3.88x more
NVIDIA GeForce RTX 4080
Compute (FP32-eq)
7.52x
Need 7.52x GeForce RTX 4080
FP32 Compute
1.88x
Need 1.88x GeForce RTX 4080
VRAM
3.00x
Need 3.00x GeForce RTX 4080
Memory Bandwidth
1.21x
Need 1.21x GeForce RTX 4080

To match 1x AMD MI100

NVIDIA L40S
Compute (FP32-eq)
0.06x
L40S is 15.87x faster
FP32 Compute
0.25x
L40S is 3.97x faster
VRAM
0.67x
L40S has 1.50x more
Memory Bandwidth
1.42x
Need 1.42x L40S
NVIDIA H100 SXM
Compute (FP32-eq)
0.02x
H100 SXM is 42.84x faster
FP32 Compute
0.34x
H100 SXM is 2.90x faster
VRAM
0.40x
H100 SXM has 2.50x more
Memory Bandwidth
0.37x
H100 SXM has 2.73x more
NVIDIA GeForce RTX 4080
Compute (FP32-eq)
0.47x
GeForce RTX 4080 is 2.11x faster
FP32 Compute
0.47x
GeForce RTX 4080 is 2.11x faster
VRAM
2.00x
Need 2.00x GeForce RTX 4080
Memory Bandwidth
1.71x
Need 1.71x GeForce RTX 4080

To match 1x NVIDIA H100 SXM

NVIDIA L40S
Compute (FP32-eq)
2.70x
Need 2.70x L40S
FP32 Compute
0.73x
L40S is 1.37x faster
VRAM
1.67x
Need 1.67x L40S
Memory Bandwidth
3.88x
Need 3.88x L40S
AMD MI100
Compute (FP32-eq)
42.84x
Need 42.84x MI100
FP32 Compute
2.90x
Need 2.90x MI100
VRAM
2.50x
Need 2.50x MI100
Memory Bandwidth
2.73x
Need 2.73x MI100
NVIDIA GeForce RTX 4080
Compute (FP32-eq)
20.30x
Need 20.30x GeForce RTX 4080
FP32 Compute
1.38x
Need 1.38x GeForce RTX 4080
VRAM
5.00x
Need 5.00x GeForce RTX 4080
Memory Bandwidth
4.67x
Need 4.67x GeForce RTX 4080

To match 1x NVIDIA GeForce RTX 4080

NVIDIA L40S
Compute (FP32-eq)
0.13x
L40S is 7.52x faster
FP32 Compute
0.53x
L40S is 1.88x faster
VRAM
0.33x
L40S has 3.00x more
Memory Bandwidth
0.83x
L40S has 1.21x more
AMD MI100
Compute (FP32-eq)
2.11x
Need 2.11x MI100
FP32 Compute
2.11x
Need 2.11x MI100
VRAM
0.50x
MI100 has 2.00x more
Memory Bandwidth
0.58x
MI100 has 1.71x more
NVIDIA H100 SXM
Compute (FP32-eq)
0.05x
H100 SXM is 20.30x faster
FP32 Compute
0.73x
H100 SXM is 1.38x faster
VRAM
0.20x
H100 SXM has 5.00x more
Memory Bandwidth
0.21x
H100 SXM has 4.67x more

Pricing

Price TypeL40SMI100H100 SXMGeForce RTX 4080
CAPEX (Street Price)$10,000—$30,000—
OPEX (per hour)$1.50/hr—$3.50/hr—
Price per TFLOPs (FP32-eq)$27—$30—