vLLM
High-throughput LLM inference engine with PagedAttention
De facto standard for LLM inference serving
Metrics
Score Breakdown
Compatibility
Scoring Methodology
Execution speed and resource efficiency
Source: Benchmark comparisons, throughput measurements
Community size and industry usage
Source: GitHub stars, PyPI downloads, job postings
Integrations, plugins, and extension availability
Source: Integration count, ThoughtWorks Radar status
Related Signals
vLLM Adoption Accelerates Across Inference Platforms
vLLM has become the de facto standard for LLM inference, with major cloud providers and inference platforms adopting it for production deployments.
DeepSeek R1 Leads Open-Source Math Benchmarks
DeepSeek R1 has emerged as the leading open-source model for mathematical reasoning, outperforming many closed-source alternatives on MATH and GSM8K benchmarks.
H200 Compatibility Advisory: Framework Updates Required
NVIDIA H200's 141GB HBM3e memory requires updated CUDA drivers and framework versions. Teams should verify compatibility before migration from H100.