Mercury Coder vs. MiniMax M3.1 Flash Comparison


Mercury Coder Inception Labs	MiniMax M3.1 Flash MiniMax	+	+
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About Mercury, the latest innovation from Inception Labs, is the first commercial-scale diffusion large language model (dLLM), offering a 10x speed increase and significantly lower costs compared to traditional autoregressive models. Built for high-performance reasoning, coding, and structured text generation, Mercury processes over 1000 tokens per second on NVIDIA H100 GPUs, making it one of the fastest LLMs available. Unlike conventional models that generate text one token at a time, Mercury refines responses using a coarse-to-fine diffusion approach, improving accuracy and reducing hallucinations. With Mercury Coder, a specialized coding model, developers can experience cutting-edge AI-driven code generation with superior speed and efficiency.	About MiniMax M3.1 Flash is a hosted large language model for developers building coding assistants, AI agents, and software applications. Available through MiniMax’s API and MiniMax Code, it accepts text, image, and video input and generates text responses. Documented uses include code generation and debugging, multi-step reasoning, tool use, codebase and document analysis, and computer-use workflows. The API offers a context window of up to 1 million tokens, adjustable reasoning effort, and OpenAI-compatible and Anthropic-compatible request formats. Usage is billed by input, output, and cached-input tokens. MiniMax provides documentation for API integration and model use. M3.1 Flash is available through the hosted API, M Plan, and MiniMax Code; model weights are planned for a later release.
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	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 researchers, developers, and enterprises looking for an ultra-fast, cost-effective large language model with advanced reasoning, coding capabilities, and structured text generation for next-gen AI applications	Audience Software developers and organizations building coding assistants, AI agents, and applications that use a hosted language model.
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Not Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Not Supported
API Offers API Not Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free Free Version Supported Free Trial Not Supported	Pricing $0.15/1M input tokens Input: $0.15 per 1 million tokens; output: $0.60 per 1 million tokens; cached input: $0.015 per 1 million tokens. Standard pay-as-you-go billing in USD, based on token usage. Free Version Not 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 5.0 / 5 ease 5.0 / 5 Read all reviews
	Pros & Cons from Real Users Pros It feels noticeably faster than M3 while still being strong enough for coding, research, computer-use tasks, and longer agent workflows. The 1M-token context window is a big advantage too. I can keep large repos, long documents, screenshots, video context, and a lot of prior agent history in the same session without constantly trimming things down. The pricing is probably the best part. At $0.15 per million input tokens and $0.60 per million output tokens, I can run it heavily without worrying that every agent loop is getting expensive. I also like how much MiniMax improved the agent side. M3.1 Flash is aimed at real multi-step work across coding, enterprise automation, computer use, and even cybersecurity, rather than just fast chat responses. Cons The main downside is that reasoning is always enabled, so it is not quite as lightweight as a pure instant-response model for trivial tasks.
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 Inception Labs Founded: 2024 United States www.inceptionlabs.ai/	Company Information MiniMax Founded: 2022 China www.minimax.io/blog/minimax-m31f
Alternatives Mercury Edit 2 Inception	Alternatives Gemini 4 Argon Google
Mercury 2.5 Inception	Claude Sonnet 5.5 Anthropic
Mercury 2 Inception	Claude Fable 5.1 Anthropic
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Categories AI Code Generators Supported AI Coding Assistants Supported AI Coding Models Supported AI Models Supported Large Language Models Supported	Categories AI Coding Models Supported AI Models Supported AI Reasoning Models Supported Foundation Models Supported Large Language Models Supported Multimodal Models Supported

Integrations APIFree Not Supported Alibaba AI Coding Plan Not Supported BLACKBOX AI Not Supported Claude Code Not Supported Clawd.run Not Supported ClinePass Not Supported Factory Droid Not Supported Fireworks AI Not Supported Hermes Agent Not Supported Kilo Code Not Supported MiniMax Agent Not Supported MiniMax Code Not Supported Ollama Not Supported OpenClaw Not Supported OpenCode Go Not Supported OpenCode Zen Not Supported OpenTag Not Supported Roo Code Not Supported Together AI Not Supported Vision Agents Not Supported Show More Integrations View All 1 Integration	Integrations APIFree Supported Alibaba AI Coding Plan Supported BLACKBOX AI Supported Claude Code Supported Clawd.run Supported ClinePass Supported Factory Droid Supported Fireworks AI Supported Hermes Agent Supported Kilo Code Supported MiniMax Agent Supported MiniMax Code Supported Ollama Supported OpenClaw Supported OpenCode Go Supported OpenCode Zen Supported OpenTag Supported Roo Code Supported Together AI Supported Vision Agents Supported Show More Integrations View All 26 Integrations
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