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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 L4AMD MI210AMD MI100Google TPU v6e (Trillium)
ArchitectureAda LovelaceCDNA 2CDNATrillium
Form FactorPCIePCIePCIeCustom
VRAM24 GB64 GB32 GB32 GB
Memory Bandwidth300 GB/s1,638 GB/s1,228 GB/s1,600 GB/s
TFLOPs (FP32)30.345.323.1459
TFLOPs (FP16)242181184.6918
TFLOPs12118123.1918
TFLOPs (FP8)485———
TDP72 W300 W300 W200 W
Launch DateMar 2023Jan 2022Nov 2020May 2024

Efficiency Metrics

MetricL4MI210MI100TPU v6e (Trillium)
TFLOPs per Watt (FP32-eq)0.840.300.082.29
Memory Bandwidth per GB12.5 GB/s25.6 GB/s38.4 GB/s50.0 GB/s

Performance Equivalence

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

To match 1x NVIDIA L4

AMD MI210
Compute (FP32-eq)
0.67x
MI210 is 1.50x faster
FP32 Compute
0.67x
MI210 is 1.50x faster
VRAM
0.38x
MI210 has 2.67x more
Memory Bandwidth
0.18x
MI210 has 5.46x more
AMD MI100
Compute (FP32-eq)
2.62x
Need 2.62x MI100
FP32 Compute
1.31x
Need 1.31x MI100
VRAM
0.75x
MI100 has 1.33x more
Memory Bandwidth
0.24x
MI100 has 4.09x more
Google TPU v6e (Trillium)
Compute (FP32-eq)
0.13x
TPU v6e (Trillium) is 7.59x faster
FP32 Compute
0.07x
TPU v6e (Trillium) is 15.15x faster
VRAM
0.75x
TPU v6e (Trillium) has 1.33x more
Memory Bandwidth
0.19x
TPU v6e (Trillium) has 5.33x more

To match 1x AMD MI210

NVIDIA L4
Compute (FP32-eq)
1.50x
Need 1.50x L4
FP32 Compute
1.50x
Need 1.50x L4
VRAM
2.67x
Need 2.67x L4
Memory Bandwidth
5.46x
Need 5.46x L4
AMD MI100
Compute (FP32-eq)
3.92x
Need 3.92x MI100
FP32 Compute
1.96x
Need 1.96x MI100
VRAM
2.00x
Need 2.00x MI100
Memory Bandwidth
1.33x
Need 1.33x MI100
Google TPU v6e (Trillium)
Compute (FP32-eq)
0.20x
TPU v6e (Trillium) is 5.07x faster
FP32 Compute
0.10x
TPU v6e (Trillium) is 10.13x faster
VRAM
2.00x
Need 2.00x TPU v6e (Trillium)
Memory Bandwidth
1.02x
Need 1.02x TPU v6e (Trillium)

To match 1x AMD MI100

NVIDIA L4
Compute (FP32-eq)
0.38x
L4 is 2.62x faster
FP32 Compute
0.76x
L4 is 1.31x faster
VRAM
1.33x
Need 1.33x L4
Memory Bandwidth
4.09x
Need 4.09x L4
AMD MI210
Compute (FP32-eq)
0.26x
MI210 is 3.92x faster
FP32 Compute
0.51x
MI210 is 1.96x faster
VRAM
0.50x
MI210 has 2.00x more
Memory Bandwidth
0.75x
MI210 has 1.33x more
Google TPU v6e (Trillium)
Compute (FP32-eq)
0.05x
TPU v6e (Trillium) is 19.87x faster
FP32 Compute
0.05x
TPU v6e (Trillium) is 19.87x faster
VRAM
1.00x
TPU v6e (Trillium) has 1.00x more
Memory Bandwidth
0.77x
TPU v6e (Trillium) has 1.30x more

To match 1x Google TPU v6e (Trillium)

NVIDIA L4
Compute (FP32-eq)
7.59x
Need 7.59x L4
FP32 Compute
15.15x
Need 15.15x L4
VRAM
1.33x
Need 1.33x L4
Memory Bandwidth
5.33x
Need 5.33x L4
AMD MI210
Compute (FP32-eq)
5.07x
Need 5.07x MI210
FP32 Compute
10.13x
Need 10.13x MI210
VRAM
0.50x
MI210 has 2.00x more
Memory Bandwidth
0.98x
MI210 has 1.02x more
AMD MI100
Compute (FP32-eq)
19.87x
Need 19.87x MI100
FP32 Compute
19.87x
Need 19.87x MI100
VRAM
1.00x
MI100 has 1.00x more
Memory Bandwidth
1.30x
Need 1.30x MI100

Pricing

Price TypeL4MI210MI100TPU v6e (Trillium)
CAPEX (Street Price)$4,000$6,000——
OPEX (per hour)$0.80/hr———
Price per TFLOPs (FP32-eq)$66$66——