BaseRT vs. CodeQwen Comparison


BaseRT Base Compute	CodeQwen Alibaba	+	+
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About BaseRT is a high-performance LLM inference runtime for Apple Silicon that lets developers pull models from Hugging Face, chat with them locally, or serve an OpenAI-compatible API from one CLI. Accelerated by hand-written Metal kernels, it is designed to deliver fast prefill and decode performance on M-series Macs, with published benchmarks showing up to 6.4× faster prefill than llama.cpp, 3.9× faster than MLX, and up to 1.33× faster decode. The basert CLI handles model downloading, conversion, interactive chat, serving, completion, benchmarking, inspection, and bundle signing. Its server supports chat, completions, embeddings, transcription, tool calls, continuous batching, paged KV caching, and prefix caching, while supported models can process text, vision, and audio. BaseRT uses its own .base model format with Q2–Q8 affine quantization, optional AWQ calibration, and signed bundles, and can convert GGUF, Hugging Face, and MLX checkpoints.	About CodeQwen is the code version of Qwen, the large language model series developed by the Qwen team, Alibaba Cloud. It is a transformer-based decoder-only language model pre-trained on a large amount of data of codes. Strong code generation capabilities and competitive performance across a series of benchmarks. Supporting long context understanding and generation with the context length of 64K tokens. CodeQwen supports 92 coding languages and provides excellent performance in text-to-SQL, bug fixes, etc. You can just write several lines of code with transformers to chat with CodeQwen. Essentially, we build the tokenizer and the model from pre-trained methods, and we use the generate method to perform chatting with the help of the chat template provided by the tokenizer. We apply the ChatML template for chat models following our previous practice. The model completes the code snippets according to the given prompts, without any additional formatting.
Platforms Supported Windows Not Supported Mac Supported Linux Not Supported Cloud Not Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience AI infrastructure engineers and developers seeking a fast, private local model inference and an OpenAI-compatible backend for applications and coding agents	Audience Anyone seeking an AI tool to improve their natural language understanding operations and text generation tasks
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not Supported Free Trial Not Supported	Pricing Free Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Supported In Person Not Supported
Company Information Base Compute Founded: 2026 Australia www.basecompute.co/getbasert	Company Information Alibaba Founded: 1999 China github.com/QwenLM/CodeQwen1.5
Alternatives LMCache	Alternatives CodeGemma Google
Lucebox	Qwen-7B Alibaba
EXAONE Deep LG	Qwen2 Alibaba
oMLX	Qwen2.5-Max Alibaba
LFM2 Liquid AI View All	Qwen 4 Alibaba View All
Categories AI Tools Supported	Categories AI Code Refactoring Supported AI Coding Assistants Supported AI Coding Models Supported AI Models Supported Foundation Models Supported Large Language Models Supported

Integrations Hugging Face Supported Alibaba Cloud Not Supported Codeforces Not Supported GPT-3.5 Not Supported GPT-4 Not Supported Gemma 3 Supported Gemma 4 Supported LangChain Not Supported Llama 3.2 Supported LlamaIndex Not Supported Mistral AI Supported Ollama Not Supported OpenAI Supported Phi-3 Supported PyTorch Not Supported Python Not Supported Qwen Studio Not Supported Qwen3 Supported Qwen3.5 Supported StarCoder Not Supported Show More Integrations View All 11 Integrations	Integrations Hugging Face Supported Alibaba Cloud Supported Codeforces Supported GPT-3.5 Supported GPT-4 Supported Gemma 3 Not Supported Gemma 4 Not Supported LangChain Supported Llama 3.2 Not Supported LlamaIndex Supported Mistral AI Not Supported Ollama Supported OpenAI Not Supported Phi-3 Not Supported PyTorch Supported Python Supported Qwen Studio Supported Qwen3 Not Supported Qwen3.5 Not Supported StarCoder Supported Show More Integrations View All 18 Integrations
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