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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 MI210AMD MI300XNVIDIA GeForce RTX 4080 Super
ArchitectureAda LovelaceCDNA 2CDNA 3Ada Lovelace
Form FactorPCIePCIeOAMPCIe
VRAM48 GB64 GB192 GB16 GB
Memory Bandwidth864 GB/s1,638 GB/s5,300 GB/s736 GB/s
TFLOPs (FP32)91.645.316352.2
TFLOPs (FP16)7331811,307104.4
TFLOPs7331811,307104.4
TFLOPs (FP8)1,466—2,614—
TDP350 W300 W750 W320 W
Launch DateOct 2023Jan 2022Dec 2023Jan 2024

Efficiency Metrics

MetricL40SMI210MI300XGeForce RTX 4080 Super
TFLOPs per Watt (FP32-eq)1.050.300.870.16
Memory Bandwidth per GB18.0 GB/s25.6 GB/s27.6 GB/s46.0 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 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
AMD MI300X
Compute (FP32-eq)
0.56x
MI300X is 1.78x faster
FP32 Compute
0.56x
MI300X is 1.78x faster
VRAM
0.25x
MI300X has 4.00x more
Memory Bandwidth
0.16x
MI300X has 6.13x more
NVIDIA GeForce RTX 4080 Super
Compute (FP32-eq)
7.02x
Need 7.02x GeForce RTX 4080 Super
FP32 Compute
1.75x
Need 1.75x GeForce RTX 4080 Super
VRAM
3.00x
Need 3.00x GeForce RTX 4080 Super
Memory Bandwidth
1.17x
Need 1.17x GeForce RTX 4080 Super

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
AMD MI300X
Compute (FP32-eq)
0.14x
MI300X is 7.22x faster
FP32 Compute
0.28x
MI300X is 3.60x faster
VRAM
0.33x
MI300X has 3.00x more
Memory Bandwidth
0.31x
MI300X has 3.24x more
NVIDIA GeForce RTX 4080 Super
Compute (FP32-eq)
1.73x
Need 1.73x GeForce RTX 4080 Super
FP32 Compute
0.87x
GeForce RTX 4080 Super is 1.15x faster
VRAM
4.00x
Need 4.00x GeForce RTX 4080 Super
Memory Bandwidth
2.23x
Need 2.23x GeForce RTX 4080 Super

To match 1x AMD MI300X

NVIDIA L40S
Compute (FP32-eq)
1.78x
Need 1.78x L40S
FP32 Compute
1.78x
Need 1.78x L40S
VRAM
4.00x
Need 4.00x L40S
Memory Bandwidth
6.13x
Need 6.13x L40S
AMD MI210
Compute (FP32-eq)
7.22x
Need 7.22x MI210
FP32 Compute
3.60x
Need 3.60x MI210
VRAM
3.00x
Need 3.00x MI210
Memory Bandwidth
3.24x
Need 3.24x MI210
NVIDIA GeForce RTX 4080 Super
Compute (FP32-eq)
12.52x
Need 12.52x GeForce RTX 4080 Super
FP32 Compute
3.12x
Need 3.12x GeForce RTX 4080 Super
VRAM
12.00x
Need 12.00x GeForce RTX 4080 Super
Memory Bandwidth
7.20x
Need 7.20x GeForce RTX 4080 Super

To match 1x NVIDIA GeForce RTX 4080 Super

NVIDIA L40S
Compute (FP32-eq)
0.14x
L40S is 7.02x faster
FP32 Compute
0.57x
L40S is 1.75x faster
VRAM
0.33x
L40S has 3.00x more
Memory Bandwidth
0.85x
L40S has 1.17x more
AMD MI210
Compute (FP32-eq)
0.58x
MI210 is 1.73x faster
FP32 Compute
1.15x
Need 1.15x MI210
VRAM
0.25x
MI210 has 4.00x more
Memory Bandwidth
0.45x
MI210 has 2.23x more
AMD MI300X
Compute (FP32-eq)
0.08x
MI300X is 12.52x faster
FP32 Compute
0.32x
MI300X is 3.12x faster
VRAM
0.08x
MI300X has 12.00x more
Memory Bandwidth
0.14x
MI300X has 7.20x more

Pricing

Price TypeL40SMI210MI300XGeForce RTX 4080 Super
CAPEX (Street Price)$10,000$6,000$35,000—
OPEX (per hour)$1.50/hr—$10.40/hr—
Price per TFLOPs (FP32-eq)$27$66$54—