Iovanny Olguín Ávila

This GPU cloud pricing comparison is updated quarterly to reflect current market rates for renting GPU compute. Prices change frequently as new providers enter the...

The H100 vs A100 debate matters most when you’re paying by the hour for cloud GPU compute. Renting an H100 SXM5 can cost $2.49–3.50/hr, while...

Finding the best GPU VPS for AI in 2026 means balancing cost per FLOP, instance availability, storage latency, and developer experience. We tested 7 providers...

If you’re comparing RunPod vs Vast.ai vs Lambda Labs, you’re likely about to spend real money on GPU compute. The right choice depends on your...

Hourly sticker prices tell you almost nothing about actual GPU spending. Here is what cost per token really looks like across H100, H200, and B200...

Recursive self-improvement GPU roadmaps often assume autonomous training loops require ever-more accelerators. Hector Zenil’s analysis (arXiv:2601.05280, January 2026 preprint, King’s College London) models recursive self-training...

SWE-RL self-play GPU workloads differ from supervised fine-tuning pipelines. Meta’s SSR (Self-play SWE-RL) (Wei et al., arXiv:2512.18552, December 2025 preprint) trains one LLM policy to...

Agent autonomy GPU planning should anchor on measurable autonomy curves, not hype. METR’s Frontier Risk Report (Feb–Mar 2026 assessment window, published May 2026) documents how...

AlphaEvolve GPU optimization is no longer confined to academic benchmarks. Google DeepMind’s May 2026 impact report documents production deployments that cut training time, storage amplification,...

Most infrastructure leaders assume that HyperAgents GPU infrastructure planning should mirror large-scale model training: more self-improvement cycles mean more GPUs, linearly or exponentially. That mental...