LMDeploy vs Gemini 3.8 Flash

A side-by-side comparison of features, pricing, and characteristics.

LMDeploy

LMDeploy is an efficient toolkit for compressing, deploying, and serving LLMs.

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Gemini 3.8 Flash

Google stable Flash model for long-horizon software engineering and autonomous agents.

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AttributeLMDeployGemini 3.8 Flash
Pricing typeFreePaid
Korean supportYesNo
PlatformsLinux, API, CLI-
Open sourceYesNo
API availableAvailableAvailable
SDKAvailable-
LLM-basedYes-
MultimodalYes-
AI model--
GitHub Stars7.9K-
VendorShanghai AI Lab (InternLM Team)-
CategoryDeveloper ToolsDeveloper Tools
DetailsView View

LMDeploy key features

  • TurboMind Inference Engine
  • AWQ 4-bit Quantization
  • Continuous Batching
  • KV Cache Management
  • Multi-GPU Distributed Inference
  • OpenAI-compatible API