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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

SpecificationAMD MI100NVIDIA B200AWS Trainium2NVIDIA GeForce RTX 4070 Super
ArchitectureCDNABlackwellTrainium Gen2Ada Lovelace
Form FactorPCIeSXM—PCIe
VRAM32 GB192 GB—12 GB
Memory Bandwidth1,228 GB/s8,000 GB/s—504 GB/s
TFLOPs (FP32)23.190—35.5
TFLOPs (FP16)184.62,250—71
TFLOPs23.12,25068071
TFLOPs (FP8)—4,500——
TDP300 W1000 W300 W220 W
Launch DateNov 2020Mar 2024Nov 2023Jan 2024

Efficiency Metrics

MetricMI100B200Trainium2GeForce RTX 4070 Super
TFLOPs per Watt (FP32-eq)0.081.131.130.16
Memory Bandwidth per GB38.4 GB/s41.7 GB/s—42.0 GB/s

Performance Equivalence

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

To match 1x AMD MI100

NVIDIA B200
Compute (FP32-eq)
0.02x
B200 is 48.70x faster
FP32 Compute
0.26x
B200 is 3.90x faster
VRAM
0.17x
B200 has 6.00x more
Memory Bandwidth
0.15x
B200 has 6.51x more
AWS Trainium2
Compute (FP32-eq)
0.07x
Trainium2 is 14.72x faster
NVIDIA GeForce RTX 4070 Super
Compute (FP32-eq)
0.65x
GeForce RTX 4070 Super is 1.54x faster
FP32 Compute
0.65x
GeForce RTX 4070 Super is 1.54x faster
VRAM
2.67x
Need 2.67x GeForce RTX 4070 Super
Memory Bandwidth
2.44x
Need 2.44x GeForce RTX 4070 Super

To match 1x NVIDIA B200

AMD MI100
Compute (FP32-eq)
48.70x
Need 48.70x MI100
FP32 Compute
3.90x
Need 3.90x MI100
VRAM
6.00x
Need 6.00x MI100
Memory Bandwidth
6.51x
Need 6.51x MI100
AWS Trainium2
Compute (FP32-eq)
3.31x
Need 3.31x Trainium2
NVIDIA GeForce RTX 4070 Super
Compute (FP32-eq)
31.69x
Need 31.69x GeForce RTX 4070 Super
FP32 Compute
2.54x
Need 2.54x GeForce RTX 4070 Super
VRAM
16.00x
Need 16.00x GeForce RTX 4070 Super
Memory Bandwidth
15.87x
Need 15.87x GeForce RTX 4070 Super

To match 1x AWS Trainium2

AMD MI100
Compute (FP32-eq)
14.72x
Need 14.72x MI100
NVIDIA B200
Compute (FP32-eq)
0.30x
B200 is 3.31x faster
NVIDIA GeForce RTX 4070 Super
Compute (FP32-eq)
9.58x
Need 9.58x GeForce RTX 4070 Super

To match 1x NVIDIA GeForce RTX 4070 Super

AMD MI100
Compute (FP32-eq)
1.54x
Need 1.54x MI100
FP32 Compute
1.54x
Need 1.54x MI100
VRAM
0.38x
MI100 has 2.67x more
Memory Bandwidth
0.41x
MI100 has 2.44x more
NVIDIA B200
Compute (FP32-eq)
0.03x
B200 is 31.69x faster
FP32 Compute
0.39x
B200 is 2.54x faster
VRAM
0.06x
B200 has 16.00x more
Memory Bandwidth
0.06x
B200 has 15.87x more
AWS Trainium2
Compute (FP32-eq)
0.10x
Trainium2 is 9.58x faster

Pricing

Price TypeMI100B200Trainium2GeForce RTX 4070 Super
CAPEX (Street Price)—$70,000——
OPEX (per hour)——$1.34/hr—
Price per TFLOPs (FP32-eq)—$62——