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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 B200NVIDIA H100 SXMNVIDIA RTX 6000 Ada Generation
ArchitectureCDNABlackwellHopperAda Lovelace
Form FactorPCIeSXMSXMPCIe
VRAM32 GB192 GB80 GB48 GB
Memory Bandwidth1,228 GB/s8,000 GB/s3,350 GB/s960 GB/s
TFLOPs (FP32)23.1906791.1
TFLOPs (FP16)184.62,2501,979182.2
TFLOPs23.12,2501,979182.2
TFLOPs (FP8)—4,5003,958—
TDP300 W1000 W700 W300 W
Launch DateNov 2020Mar 2024Sep 2022Dec 2022

Efficiency Metrics

MetricMI100B200H100 SXMRTX 6000 Ada Generation
TFLOPs per Watt (FP32-eq)0.081.131.410.30
Memory Bandwidth per GB38.4 GB/s41.7 GB/s41.9 GB/s20.0 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
NVIDIA H100 SXM
Compute (FP32-eq)
0.02x
H100 SXM is 42.84x faster
FP32 Compute
0.34x
H100 SXM is 2.90x faster
VRAM
0.40x
H100 SXM has 2.50x more
Memory Bandwidth
0.37x
H100 SXM has 2.73x more
NVIDIA RTX 6000 Ada Generation
Compute (FP32-eq)
0.25x
RTX 6000 Ada Generation is 3.94x faster
FP32 Compute
0.25x
RTX 6000 Ada Generation is 3.94x faster
VRAM
0.67x
RTX 6000 Ada Generation has 1.50x more
Memory Bandwidth
1.28x
Need 1.28x RTX 6000 Ada Generation

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
NVIDIA H100 SXM
Compute (FP32-eq)
1.14x
Need 1.14x H100 SXM
FP32 Compute
1.34x
Need 1.34x H100 SXM
VRAM
2.40x
Need 2.40x H100 SXM
Memory Bandwidth
2.39x
Need 2.39x H100 SXM
NVIDIA RTX 6000 Ada Generation
Compute (FP32-eq)
12.35x
Need 12.35x RTX 6000 Ada Generation
FP32 Compute
0.99x
RTX 6000 Ada Generation is 1.01x faster
VRAM
4.00x
Need 4.00x RTX 6000 Ada Generation
Memory Bandwidth
8.33x
Need 8.33x RTX 6000 Ada Generation

To match 1x NVIDIA H100 SXM

AMD MI100
Compute (FP32-eq)
42.84x
Need 42.84x MI100
FP32 Compute
2.90x
Need 2.90x MI100
VRAM
2.50x
Need 2.50x MI100
Memory Bandwidth
2.73x
Need 2.73x MI100
NVIDIA B200
Compute (FP32-eq)
0.88x
B200 is 1.14x faster
FP32 Compute
0.74x
B200 is 1.34x faster
VRAM
0.42x
B200 has 2.40x more
Memory Bandwidth
0.42x
B200 has 2.39x more
NVIDIA RTX 6000 Ada Generation
Compute (FP32-eq)
10.86x
Need 10.86x RTX 6000 Ada Generation
FP32 Compute
0.74x
RTX 6000 Ada Generation is 1.36x faster
VRAM
1.67x
Need 1.67x RTX 6000 Ada Generation
Memory Bandwidth
3.49x
Need 3.49x RTX 6000 Ada Generation

To match 1x NVIDIA RTX 6000 Ada Generation

AMD MI100
Compute (FP32-eq)
3.94x
Need 3.94x MI100
FP32 Compute
3.94x
Need 3.94x MI100
VRAM
1.50x
Need 1.50x MI100
Memory Bandwidth
0.78x
MI100 has 1.28x more
NVIDIA B200
Compute (FP32-eq)
0.08x
B200 is 12.35x faster
FP32 Compute
1.01x
Need 1.01x B200
VRAM
0.25x
B200 has 4.00x more
Memory Bandwidth
0.12x
B200 has 8.33x more
NVIDIA H100 SXM
Compute (FP32-eq)
0.09x
H100 SXM is 10.86x faster
FP32 Compute
1.36x
Need 1.36x H100 SXM
VRAM
0.60x
H100 SXM has 1.67x more
Memory Bandwidth
0.29x
H100 SXM has 3.49x more

Pricing

Price TypeMI100B200H100 SXMRTX 6000 Ada Generation
CAPEX (Street Price)—$70,000$30,000—
OPEX (per hour)——$3.50/hr—
Price per TFLOPs (FP32-eq)—$62$30—