BaseRT vs. Mercury 2 Comparison


BaseRT Base Compute	Mercury 2 Inception	+	+
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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 Mercury 2 is the first reasoning model fast enough to pick up the phone, a reasoning diffusion language model built for real-time voice agents. Instead of making callers wait through seconds of dead air while an autoregressive model generates thinking tokens one by one, Mercury 2 uses a diffusion large language model architecture to generate tokens in parallel, decoding 1000+ tokens per second on standard NVIDIA GPUs. That speed is fast enough to run a full reasoning pass and start speaking within the latency budget of a natural conversation, reducing the cost of reasoning from seconds of silence to roughly 300 milliseconds. Mercury models work by corrupting clean text into noise, then training a standard Transformer to reverse the process and predict clean text across all positions simultaneously. Because each denoising pass touches many tokens, generation uses the GPU more efficiently than one-token-at-a-time decoding, making custom-silicon-like speed possible on NVIDIA H100s.
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 Voice AI developers and product teams seeking a fast reasoning model for low-latency conversational agents that still handle complex instructions
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 No information available. Free Version Not Supported Free Trial 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 Not Supported In Person Not Supported
Company Information Base Compute Founded: 2026 Australia www.basecompute.co/getbasert	Company Information Inception United States www.inceptionlabs.ai/blog/mercury-2-the-first-reasoning-model-fast-enough-to-pick-up-the-phone
Alternatives LMCache	Alternatives Celeris-1
Lucebox	Mercury Coder Inception Labs
EXAONE Deep LG	Mercury Edit 2 Inception
DeepInfer DeepSeek	Mercury Voice Inception
oMLX View All	Mercury 2.5 Inception View All
Categories AI Tools Supported	Categories AI Models Supported

Integrations OpenAI Supported Cerebras Not Supported GPT-4.1 Not Supported Gemma 3 Supported Gemma 4 Supported Groq Not Supported Hugging Face Supported Inception Labs Not Supported LiveKit Not Supported Llama 3.1 Supported Llama 3.2 Supported Mistral AI Supported Phi-3 Supported Pipecat Not Supported Qwen3 Supported Qwen3.5 Supported Qwen3.6 Supported Retell AI Not Supported Vapi AI Not Supported Show More Integrations View All 11 Integrations	Integrations OpenAI Supported Cerebras Supported GPT-4.1 Supported Gemma 3 Not Supported Gemma 4 Not Supported Groq Supported Hugging Face Not Supported Inception Labs Supported LiveKit Supported Llama 3.1 Not Supported Llama 3.2 Not Supported Mistral AI Not Supported Phi-3 Not Supported Pipecat Supported Qwen3 Not Supported Qwen3.5 Not Supported Qwen3.6 Not Supported Retell AI Supported Vapi AI Supported Show More Integrations View All 9 Integrations
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