Parasail Blog
Product updates, engineering deep dives, and thought leadership from the Parasail team.
Inference commits are broken. Here's how we fixed ours.
Most inference commits lock you to hardware you'll outgrow and a model you'll want to swap. We structured Parasail's commit around dollars of inference, not a SKU, so it flexes as your usage and the frontier change.
ProductThe idle GPU tax: What it is, why it’s getting worse, and how you can fix it
Learn what the idle GPU tax is, what it costs, and how usage-based billing on dedicated endpoints helps you avoid it altogether.
EngineeringParasail and Neuralwatt: More Inference from Every Watt
Neuralwatt's energy intelligence is now running in Parasail's fleet, routing compute to the most efficient GPUs and pulling more inference out of every watt.
ProductHow to choose the right managed inference architecture: Serverless, dedicated, dedicated serverless, or batch
Use this decision framework to choose the right managed inference mode based on latency requirements, GPU breakeven utilization, and whether your workload needs a dedicated endpoint.
ProductServerless vs. Dedicated Inference: Why We Built Dedicated Serverless
With dedicated serverless you get dedicated hardware on per-token pricing, no idle-hour charges or long-term GPU commitment.
ProductParasail and Wafer AI: Faster models, lower costs
Parasail and Wafer AI are partnering to make frontier AI cheaper and more accessible.
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