# TensorPool Blog

Insights, tutorials, and updates from the TensorPool team on GPU infrastructure, distributed computing, and AI workload optimization.

## Introducing TensorPool Object Storage  
Globally distributed S3-compatible object storage with intelligent caching that follows your GPUs. Up to 20x lower cross-region latency than Cloudflare R2, with up to 3.5x higher throughput.  
Tycho Svoboda  
Mar 30, 2026  
5 min read  
[Read more](/content/blog/object-storage/index.html)

## Introducing nb.dev: A Cracked Jupyter Notebook for ML  
Jupyter notebooks are broken for ML. We built nb.dev — an ML-first notebook with GPU attach, full machine snapshots, and one-click branching for parallel experimentation.  
Tycho Svoboda · Cofounder & CEO  
Mar 11, 2026  
5 min read  
[Read more](/content/blog/introducing-nb-dev/index.html)

## How ZeroEntropy Trained the zerank Model Family on TensorPool  
How ZeroEntropy's reranker models achieved SOTA performance through innovative training methods and elastic GPU access.  
Tycho Svoboda · Cofounder & CEO  
Nov 24, 2025  
4 min read  
[Read more](/content/blog/zeroentropy-zerank-training/index.html)

## Introducing TensorPool Jobs: Git-Style GPU Workflows  
Run your ML training jobs like you push code to GitHub. Pay only for runtime, get your results back automatically.  
Tycho Svoboda · Cofounder & CEO  
Oct 30, 2025  
4 min read  
[Read more](/content/blog/tensorpool-jobs/index.html)

## Why B200s Are Cheaper for Large-Scale Training Than H100s  
Despite 2x higher hourly costs, B200 GPUs deliver 10-20% lower total training costs for large models. Here's the math.  
Tycho Svoboda · Cofounder & CEO  
Oct 24, 2025  
4 min read  
[Read more](/content/blog/gpu-price-performance-comparison-2025/index.html)

## Why Fast NFS Storage Matters for ML Training  
How TensorPool's high-performance NFS storage eliminates I/O bottlenecks and accelerates your machine learning workflows.  
Tycho Svoboda · Cofounder & CEO  
Oct 8, 2025  
3 min read  
[Read more](/content/blog/fast-nfs-storage-ml-training/index.html)

## Getting Started with the TensorPool CLI  
A comprehensive guide to managing your GPU infrastructure from the command line with our powerful CLI tool.  
Tycho Svoboda · Cofounder & CEO  
Sep 27, 2025  
5 min read  
[Read more](/content/blog/tensorpool-cli-guide/index.html)