Mercury 2

Mercury 2

Inception
MiniMax M2.5

MiniMax M2.5

MiniMax
+
+

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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.

About

MiniMax M2.5 is a frontier AI model engineered for real-world productivity across coding, agentic workflows, search, and office tasks. Extensively trained with reinforcement learning in hundreds of thousands of real-world environments, it achieves state-of-the-art performance in benchmarks such as SWE-Bench Verified and BrowseComp. The model demonstrates strong architectural thinking, decomposing complex problems before generating code across more than ten programming languages. M2.5 operates at high throughput speeds of up to 100 tokens per second, enabling faster completion of multi-step tasks. It is optimized for efficient reasoning, reducing token usage and execution time compared to previous versions. With dramatically lower pricing than competing frontier models, it delivers powerful performance at minimal cost. Integrated into MiniMax Agent, M2.5 supports professional-grade office workflows, financial modeling, and autonomous task execution.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Voice AI infrastructure teams that need low-latency reasoning models for phone agents, tool-calling workflows, and natural customer conversations

Audience

AI developers, software engineering teams, enterprises, and agent-platform builders seeking a high-performance, cost-efficient foundation model for coding, automation, and professional productivity workflows

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

Free
Free Version
Free Trial

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
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Inception
United States
www.inceptionlabs.ai/blog/mercury-2-the-first-reasoning-model-fast-enough-to-pick-up-the-phone

Company Information

MiniMax
Founded: 2021
Singapore
www.minimax.io

Alternatives

Mercury Coder

Mercury Coder

Inception Labs

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MiniMax M3

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Uni-1

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Categories

Categories

Integrations

APIFree
Alibaba AI Coding Plan
BLACKBOX AI
Cerebras
Claude Code
Clawd.run
Cline
GPT-4.1
Groq
Inception Labs
Kilo Code
LiveKit
Ollama
OpenAI
Oxlo.ai
Retell AI
Roo Code
Shiori
Tabbit Browser
Vapi AI

Integrations

APIFree
Alibaba AI Coding Plan
BLACKBOX AI
Cerebras
Claude Code
Clawd.run
Cline
GPT-4.1
Groq
Inception Labs
Kilo Code
LiveKit
Ollama
OpenAI
Oxlo.ai
Retell AI
Roo Code
Shiori
Tabbit Browser
Vapi AI
Claim Mercury 2 and update features and information
Claim Mercury 2 and update features and information
Claim MiniMax M2.5 and update features and information
Claim MiniMax M2.5 and update features and information