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Guides
Practical guides and walkthroughs for running production inference — comparisons, how-tos, and best practices.
Designing multi-region LLM deployments with gateway architecture
Learn how multi-provider LLM gateways solve routing, failover, and latency across regions. Compare self-hosted vs. managed options for production inference.
How-toParasail vs. DeepInfra: Cost, latency, model selection, and engineering support
A side-by-side comparison of Parasail and DeepInfra on serverless and dedicated pricing, engineering support, model catalog, cold starts, and compliance.
ComparisonsGuide to optimize batching and throughput for offline LLM inference in 2026
Tune vLLM, TensorRT-LLM, and SGLang for offline LLM batch inference. Config knobs, KV cache math, prefix caching, and speculative decoding tradeoffs for 2026.
How-to