Is vLLM still the fastest inference engine available for Llama 3 or have newer projects like TensorRT LLM surpassed it in benchmark tests
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The searches the AI actually ran for this prompt.
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Is vLLM still the fastest inference engine available for Llama 3 or have newer projects like TensorRT LLM surpassed it in benchmark tests
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
2026 Llama 3 inference benchmark vLLM vs TensorRT-LLM SGLang throughput latency benchmarks Google ↗
TensorRT-LLM vLLM benchmark Llama 3.1 70B H100 2025 2026 Google ↗
- Overview · nvidia.github.io
- Overview · nvidia.github.io
- TensorRT-LLM Benchmarking · nvidia.github.io
- LLM Inference Serving Framework Comparison: TensorRT-LLM vs vLLM vs SGLang Production Deployment Strategy · ttlab.hopto.org
- TensorRT-LLM: what RunInfra measured · runinfra.ai
- Measured serving engine comparisons for open model inference · runinfra.ai
- GitHub repository · github.com
- LLM Inference Benchmarks: vLLM vs SGLang vs TensorRT-LLM on a Single L40S · michalwojdylak.com
- vLLM GitHub · github.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 Llama 3 inference benchmark vLLM vs TensorRT-LLM SGLang throughput latency benchmarks OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
TensorRT-LLM vLLM benchmark Llama 3.1 70B H100 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |