B200 vs L40S

Detailed comparison of specifications, performance, and pricing between NVIDIA B200 and NVIDIA L40S

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Overall Winner
B200
Wins 5 of 7 categories
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Performance Leader
B200
4.5k TFLOPS (+514%)
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Price Leader
L40S
$$9.0k (400% cheaper)
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Best Value ($/TFLOPS)
B200
$10/TFLOPS
The B200 is 514% faster, but the L40S is 400% cheaper.

Difference Analysis

Metric
B200
Difference
L40S
Tensor TFLOPS
4.5k
+514%
733.0
VRAM
192GB
+300%
48GB
Memory Bandwidth
8.0 TB/s
+826%
864 GB/s
Hardware Price
$$45k
+400%
$$9.0k
Cloud Price/hr
$3.75
+336%
$0.860

Full Specifications

Specification B200 L40S AMD Instinct MI210
Brand NVIDIA NVIDIA AMD
Series Data Center Data Center Data Center
Architecture Blackwell Ada Lovelace CDNA 2
VRAM 192GB 48GB 64GB
VRAM Type HBM3e GDDR6 HBM2E
Memory Bandwidth 8.0 TB/s 864 GB/s 1.6 TB/s
FP16 TFLOPS - 183.0 181.0
Tensor TFLOPS 4.5k 733.0 362.0
TDP 1000W 350W 300W
Form Factor SXM PCIe -
Hardware Price $$45k $$9.0k -
Cloud Price (min) $3.75/hr $0.860/hr -

Which Should You Choose?

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For AI Training

Large model training needs maximum VRAM and memory bandwidth.

Recommended: B200
192GB VRAM ยท 8.0 TB/s
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For AI Inference

Inference prioritizes throughput and cost efficiency.

Recommended: B200
Best performance per dollar
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On a Budget

Get the most capability for your money.

Recommended: L40S
$$9.0k ยท 400% cheaper
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For Cloud Rental

Minimize hourly costs for cloud workloads.

Recommended: L40S
From $0.860/hr

B200 vs L40S FAQ

It depends on your use case. The B200 offers 514% better performance (4.5k vs 733.0 TFLOPS). However, the L40S is 400% cheaper. For raw performance, choose B200. For value, consider your budget and workload requirements.

The B200 has more VRAM with 192GB compared to 48GB (300% more). More VRAM is crucial for training large models and running inference on bigger batch sizes.

For AI training, the B200 is generally better due to its larger VRAM (192GB). Large language models and deep learning workloads benefit significantly from more memory. However, if your models fit in 48GB, the cheaper option may be more cost-effective.

The L40S is 400% cheaper at $$9.0k vs $$45k. When considering performance per dollar, evaluate your specific workload requirements to determine the best value.

Upgrading to B200 would give you 514% more performance and 300% more VRAM. The upgrade cost difference is approximately $$36k. Consider if your workloads are bottlenecked by current GPU capabilities.