Compare XPUs

Select up to 5 XPUs to compare side-by-side

Select XPUs to Compare

Showing 72 XPUs5 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

Maximum of 5 XPUs can be compared at once. Deselect one to add another.

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 SXMNVIDIA H200 SXMNVIDIA A40NVIDIA B200SambaNova SN40L
ArchitectureAmpereHopperAmpereBlackwellReconfigurable Dataflow Unit (RDU)
Form FactorSXMSXMPCIeSXM
VRAM80 GB141 GB48 GB192 GB640 GB
Memory Bandwidth2,039 GB/s4,800 GB/s696 GB/s8,000 GB/s
TFLOPs (FP32)19.56737.490
TFLOPs (FP16)3121,9791502,250
TFLOPs3121,9791502,250
TFLOPs (FP8)3,9584,500
TDP400 W700 W300 W1000 W700 W
Launch DateMay 2020Nov 2023Oct 2020Mar 2024Jan 2024

Efficiency Metrics

MetricA100 SXMH200 SXMA40B200SN40L
TFLOPs per Watt (FP32-eq)0.391.410.251.13
Memory Bandwidth per GB25.5 GB/s34.0 GB/s14.5 GB/s41.7 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

NVIDIA H200 SXM
Compute (FP32-eq)
0.16x
H200 SXM is 6.34x faster
FP32 Compute
0.29x
H200 SXM is 3.44x faster
VRAM
0.57x
H200 SXM has 1.76x more
Memory Bandwidth
0.42x
H200 SXM has 2.35x more
NVIDIA A40
Compute (FP32-eq)
2.08x
Need 2.08x A40
FP32 Compute
0.52x
A40 is 1.92x faster
VRAM
1.67x
Need 1.67x A40
Memory Bandwidth
2.93x
Need 2.93x A40
NVIDIA B200
Compute (FP32-eq)
0.14x
B200 is 7.21x faster
FP32 Compute
0.22x
B200 is 4.62x faster
VRAM
0.42x
B200 has 2.40x more
Memory Bandwidth
0.25x
B200 has 3.92x more
SambaNova SN40L
VRAM
0.13x
SN40L has 8.00x more

To match 1x NVIDIA H200 SXM

NVIDIA A100 SXM
Compute (FP32-eq)
6.34x
Need 6.34x A100 SXM
FP32 Compute
3.44x
Need 3.44x A100 SXM
VRAM
1.76x
Need 1.76x A100 SXM
Memory Bandwidth
2.35x
Need 2.35x A100 SXM
NVIDIA A40
Compute (FP32-eq)
13.19x
Need 13.19x A40
FP32 Compute
1.79x
Need 1.79x A40
VRAM
2.94x
Need 2.94x A40
Memory Bandwidth
6.90x
Need 6.90x A40
NVIDIA B200
Compute (FP32-eq)
0.88x
B200 is 1.14x faster
FP32 Compute
0.74x
B200 is 1.34x faster
VRAM
0.73x
B200 has 1.36x more
Memory Bandwidth
0.60x
B200 has 1.67x more
SambaNova SN40L
VRAM
0.22x
SN40L has 4.54x more

To match 1x NVIDIA A40

NVIDIA A100 SXM
Compute (FP32-eq)
0.48x
A100 SXM is 2.08x faster
FP32 Compute
1.92x
Need 1.92x A100 SXM
VRAM
0.60x
A100 SXM has 1.67x more
Memory Bandwidth
0.34x
A100 SXM has 2.93x more
NVIDIA H200 SXM
Compute (FP32-eq)
0.08x
H200 SXM is 13.19x faster
FP32 Compute
0.56x
H200 SXM is 1.79x faster
VRAM
0.34x
H200 SXM has 2.94x more
Memory Bandwidth
0.14x
H200 SXM has 6.90x more
NVIDIA B200
Compute (FP32-eq)
0.07x
B200 is 15.00x faster
FP32 Compute
0.42x
B200 is 2.41x faster
VRAM
0.25x
B200 has 4.00x more
Memory Bandwidth
0.09x
B200 has 11.49x more
SambaNova SN40L
VRAM
0.07x
SN40L has 13.33x more

To match 1x NVIDIA B200

NVIDIA A100 SXM
Compute (FP32-eq)
7.21x
Need 7.21x A100 SXM
FP32 Compute
4.62x
Need 4.62x A100 SXM
VRAM
2.40x
Need 2.40x A100 SXM
Memory Bandwidth
3.92x
Need 3.92x A100 SXM
NVIDIA H200 SXM
Compute (FP32-eq)
1.14x
Need 1.14x H200 SXM
FP32 Compute
1.34x
Need 1.34x H200 SXM
VRAM
1.36x
Need 1.36x H200 SXM
Memory Bandwidth
1.67x
Need 1.67x H200 SXM
NVIDIA A40
Compute (FP32-eq)
15.00x
Need 15.00x A40
FP32 Compute
2.41x
Need 2.41x A40
VRAM
4.00x
Need 4.00x A40
Memory Bandwidth
11.49x
Need 11.49x A40
SambaNova SN40L
VRAM
0.30x
SN40L has 3.33x more

To match 1x SambaNova SN40L

NVIDIA A100 SXM
VRAM
8.00x
Need 8.00x A100 SXM
NVIDIA H200 SXM
VRAM
4.54x
Need 4.54x H200 SXM
NVIDIA A40
VRAM
13.33x
Need 13.33x A40
NVIDIA B200
VRAM
3.33x
Need 3.33x B200

Pricing

Price TypeA100 SXMH200 SXMA40B200SN40L
CAPEX (Street Price)$15,000$40,000$70,000
OPEX (per hour)$4.05/hr
Price per TFLOPs (FP32-eq)$96$40$62