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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 B200AMD MI325XNVIDIA GeForce RTX 5070 Ti
ArchitectureCDNABlackwellCDNA 3.5Blackwell
Form FactorPCIeSXMOAMPCIe
VRAM32 GB192 GB256 GB16 GB
Memory Bandwidth1,228 GB/s8,000 GB/s6,000 GB/s896 GB/s
TFLOPs (FP32)23.19017544
TFLOPs (FP16)184.62,2501,40088
TFLOPs23.12,2501,40088
TFLOPs (FP8)—4,5002,800—
TDP300 W1000 W800 W300 W
Launch DateNov 2020Mar 2024Oct 2024Feb 2025

Efficiency Metrics

MetricMI100B200MI325XGeForce RTX 5070 Ti
TFLOPs per Watt (FP32-eq)0.081.130.880.15
Memory Bandwidth per GB38.4 GB/s41.7 GB/s23.4 GB/s56.0 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
AMD MI325X
Compute (FP32-eq)
0.03x
MI325X is 30.30x faster
FP32 Compute
0.13x
MI325X is 7.58x faster
VRAM
0.13x
MI325X has 8.00x more
Memory Bandwidth
0.20x
MI325X has 4.89x more
NVIDIA GeForce RTX 5070 Ti
Compute (FP32-eq)
0.53x
GeForce RTX 5070 Ti is 1.90x faster
FP32 Compute
0.53x
GeForce RTX 5070 Ti is 1.90x faster
VRAM
2.00x
Need 2.00x GeForce RTX 5070 Ti
Memory Bandwidth
1.37x
Need 1.37x GeForce RTX 5070 Ti

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
AMD MI325X
Compute (FP32-eq)
1.61x
Need 1.61x MI325X
FP32 Compute
0.51x
MI325X is 1.94x faster
VRAM
0.75x
MI325X has 1.33x more
Memory Bandwidth
1.33x
Need 1.33x MI325X
NVIDIA GeForce RTX 5070 Ti
Compute (FP32-eq)
25.57x
Need 25.57x GeForce RTX 5070 Ti
FP32 Compute
2.05x
Need 2.05x GeForce RTX 5070 Ti
VRAM
12.00x
Need 12.00x GeForce RTX 5070 Ti
Memory Bandwidth
8.93x
Need 8.93x GeForce RTX 5070 Ti

To match 1x AMD MI325X

AMD MI100
Compute (FP32-eq)
30.30x
Need 30.30x MI100
FP32 Compute
7.58x
Need 7.58x MI100
VRAM
8.00x
Need 8.00x MI100
Memory Bandwidth
4.89x
Need 4.89x MI100
NVIDIA B200
Compute (FP32-eq)
0.62x
B200 is 1.61x faster
FP32 Compute
1.94x
Need 1.94x B200
VRAM
1.33x
Need 1.33x B200
Memory Bandwidth
0.75x
B200 has 1.33x more
NVIDIA GeForce RTX 5070 Ti
Compute (FP32-eq)
15.91x
Need 15.91x GeForce RTX 5070 Ti
FP32 Compute
3.98x
Need 3.98x GeForce RTX 5070 Ti
VRAM
16.00x
Need 16.00x GeForce RTX 5070 Ti
Memory Bandwidth
6.70x
Need 6.70x GeForce RTX 5070 Ti

To match 1x NVIDIA GeForce RTX 5070 Ti

AMD MI100
Compute (FP32-eq)
1.90x
Need 1.90x MI100
FP32 Compute
1.90x
Need 1.90x MI100
VRAM
0.50x
MI100 has 2.00x more
Memory Bandwidth
0.73x
MI100 has 1.37x more
NVIDIA B200
Compute (FP32-eq)
0.04x
B200 is 25.57x faster
FP32 Compute
0.49x
B200 is 2.05x faster
VRAM
0.08x
B200 has 12.00x more
Memory Bandwidth
0.11x
B200 has 8.93x more
AMD MI325X
Compute (FP32-eq)
0.06x
MI325X is 15.91x faster
FP32 Compute
0.25x
MI325X is 3.98x faster
VRAM
0.06x
MI325X has 16.00x more
Memory Bandwidth
0.15x
MI325X has 6.70x more

Pricing

Price TypeMI100B200MI325XGeForce RTX 5070 Ti
CAPEX (Street Price)—$70,000$45,000—
OPEX (per hour)————
Price per TFLOPs (FP32-eq)—$62$64—