# LMDeploy alternatives

The highest-scoring alternative to LMDeploy in Model Serving is **KServe** (70/100), against LMDeploy's 44/100. Ranked on independent signals, not user reviews. No vendor pays for placement.

| # | Alternative | Score | Confidence | Compare |
|--:|---|--:|---|---|
| 1 | [KServe](https://www.vioscale.ai/software/kserve) | 70 | 19% (low) | [LMDeploy vs KServe](https://www.vioscale.ai/compare/kserve-vs-lmdeploy) |
| 2 | [TorchServe](https://www.vioscale.ai/software/torchserve) | 63 | 28% (low) | [LMDeploy vs TorchServe](https://www.vioscale.ai/compare/lmdeploy-vs-torchserve) |
| 3 | [Hugging Face Text Generation Inference](https://www.vioscale.ai/software/hugging-face-text-generation-inference) | 54 | 27% (low) | [LMDeploy vs Hugging Face Text Generation Inference](https://www.vioscale.ai/compare/hugging-face-text-generation-inference-vs-lmdeploy) |
| 4 | [NVIDIA NIM](https://www.vioscale.ai/software/nvidia-nim) | 49 | 36% (low) | [LMDeploy vs NVIDIA NIM](https://www.vioscale.ai/compare/lmdeploy-vs-nvidia-nim) |
| 5 | [NVIDIA Triton Inference Server](https://www.vioscale.ai/software/nvidia-triton-inference-server) | 48 | 24% (low) | [LMDeploy vs NVIDIA Triton Inference Server](https://www.vioscale.ai/compare/lmdeploy-vs-nvidia-triton-inference-server) |
| 6 | [Amazon SageMaker Inference](https://www.vioscale.ai/software/amazon-sagemaker-inference) | 36 | 40% (low) | [LMDeploy vs Amazon SageMaker Inference](https://www.vioscale.ai/compare/amazon-sagemaker-inference-vs-lmdeploy) |
| 7 | [MLC LLM](https://www.vioscale.ai/software/mlc-llm) | 31 | 19% (low) | [LMDeploy vs MLC LLM](https://www.vioscale.ai/compare/lmdeploy-vs-mlc-llm) |
| 8 | [SGLang](https://www.vioscale.ai/software/sglang) | 14 | 3% (low) | [LMDeploy vs SGLang](https://www.vioscale.ai/compare/lmdeploy-vs-sglang) |

LMDeploy itself ranks #9 of 12 in Model Serving.

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*Source: Vioscale (https://www.vioscale.ai/alternatives/lmdeploy). Generated 2026-09-01T14:58:34.539Z.*