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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 A100 SXMAMD MI100AMD MI300XNVIDIA GeForce RTX 4070 Ti
ArchitectureAmpereCDNACDNA 3Ada Lovelace
Form FactorSXMPCIeOAMPCIe
VRAM80 GB32 GB192 GB12 GB
Memory Bandwidth2,039 GB/s1,228 GB/s5,300 GB/s504 GB/s
TFLOPs (FP32)19.523.116340.1
TFLOPs (FP16)312184.61,30780.2
TFLOPs31223.11,30780.2
TFLOPs (FP8)——2,614—
TDP400 W300 W750 W285 W
Launch DateMay 2020Nov 2020Dec 2023Jan 2023

Efficiency Metrics

MetricA100 SXMMI100MI300XGeForce RTX 4070 Ti
TFLOPs per Watt (FP32-eq)0.390.080.870.14
Memory Bandwidth per GB25.5 GB/s38.4 GB/s27.6 GB/s42.0 GB/s

Performance Equivalence

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

To match 1x NVIDIA A100 SXM

AMD MI100
Compute (FP32-eq)
6.75x
Need 6.75x MI100
FP32 Compute
0.84x
MI100 is 1.18x faster
VRAM
2.50x
Need 2.50x MI100
Memory Bandwidth
1.66x
Need 1.66x MI100
AMD MI300X
Compute (FP32-eq)
0.24x
MI300X is 4.19x faster
FP32 Compute
0.12x
MI300X is 8.36x faster
VRAM
0.42x
MI300X has 2.40x more
Memory Bandwidth
0.38x
MI300X has 2.60x more
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
3.89x
Need 3.89x GeForce RTX 4070 Ti
FP32 Compute
0.49x
GeForce RTX 4070 Ti is 2.06x faster
VRAM
6.67x
Need 6.67x GeForce RTX 4070 Ti
Memory Bandwidth
4.05x
Need 4.05x GeForce RTX 4070 Ti

To match 1x AMD MI100

NVIDIA A100 SXM
Compute (FP32-eq)
0.15x
A100 SXM is 6.75x faster
FP32 Compute
1.18x
Need 1.18x A100 SXM
VRAM
0.40x
A100 SXM has 2.50x more
Memory Bandwidth
0.60x
A100 SXM has 1.66x more
AMD MI300X
Compute (FP32-eq)
0.04x
MI300X is 28.29x faster
FP32 Compute
0.14x
MI300X is 7.06x faster
VRAM
0.17x
MI300X has 6.00x more
Memory Bandwidth
0.23x
MI300X has 4.32x more
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
0.58x
GeForce RTX 4070 Ti is 1.74x faster
FP32 Compute
0.58x
GeForce RTX 4070 Ti is 1.74x faster
VRAM
2.67x
Need 2.67x GeForce RTX 4070 Ti
Memory Bandwidth
2.44x
Need 2.44x GeForce RTX 4070 Ti

To match 1x AMD MI300X

NVIDIA A100 SXM
Compute (FP32-eq)
4.19x
Need 4.19x A100 SXM
FP32 Compute
8.36x
Need 8.36x A100 SXM
VRAM
2.40x
Need 2.40x A100 SXM
Memory Bandwidth
2.60x
Need 2.60x A100 SXM
AMD MI100
Compute (FP32-eq)
28.29x
Need 28.29x MI100
FP32 Compute
7.06x
Need 7.06x MI100
VRAM
6.00x
Need 6.00x MI100
Memory Bandwidth
4.32x
Need 4.32x MI100
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
16.30x
Need 16.30x GeForce RTX 4070 Ti
FP32 Compute
4.06x
Need 4.06x GeForce RTX 4070 Ti
VRAM
16.00x
Need 16.00x GeForce RTX 4070 Ti
Memory Bandwidth
10.52x
Need 10.52x GeForce RTX 4070 Ti

To match 1x NVIDIA GeForce RTX 4070 Ti

NVIDIA A100 SXM
Compute (FP32-eq)
0.26x
A100 SXM is 3.89x faster
FP32 Compute
2.06x
Need 2.06x A100 SXM
VRAM
0.15x
A100 SXM has 6.67x more
Memory Bandwidth
0.25x
A100 SXM has 4.05x more
AMD MI100
Compute (FP32-eq)
1.74x
Need 1.74x MI100
FP32 Compute
1.74x
Need 1.74x MI100
VRAM
0.38x
MI100 has 2.67x more
Memory Bandwidth
0.41x
MI100 has 2.44x more
AMD MI300X
Compute (FP32-eq)
0.06x
MI300X is 16.30x faster
FP32 Compute
0.25x
MI300X is 4.06x faster
VRAM
0.06x
MI300X has 16.00x more
Memory Bandwidth
0.10x
MI300X has 10.52x more

Pricing

Price TypeA100 SXMMI100MI300XGeForce RTX 4070 Ti
CAPEX (Street Price)$15,000—$35,000—
OPEX (per hour)$4.05/hr—$10.40/hr—
Price per TFLOPs (FP32-eq)$96—$54—