AI Hardware Benchmarks: Inference, Training and AI Workloads

AI hardware are specialized processors for AI inference and model training. We analyzed major AI chip manufacturers, benchmarking the latest generation AI chips on cloud and serverless environments with different LLMs.

Serverless GPU Benchmark

Benchmarked 8 serverless GPUs on Modal for inference and Llama-3.2 finetuning.

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AI Hardware Revenue Growth at NVIDIA

Mapped top AI chipmakers by efficiency, scale, and workload performance.

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Explore AI Hardware Benchmarks: Inference, Training and AI Workloads

Cloud GPUs for Deep Learning: Availability& Price / Performance

AI HardwareOct 31

If you are flexible about the GPU model, identify the most cost-effective cloud GPU based on our benchmark of 10 GPU models in image and text generation & finetuning scenarios. If you prefer a specific model (e.g. A100), identify the lowest-cost GPU cloud provider offering it.

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AI Hardware Benchmarks: Inference, Training and AI Workloads

Serverless GPU Benchmark

AI Hardware Revenue Growth at NVIDIA

Explore AI Hardware Benchmarks: Inference, Training and AI Workloads

Cloud GPUs for Deep Learning: Availability& Price / Performance

FAQ

Serverless GPU Benchmark

AI Hardware Revenue Growth at NVIDIA