DeepSeek V3.1 Terminus, released by DeepSeek on September 22, 2025, is a sophisticated text-to-text model designed to enhance reasoning and coding tasks. This model features a large hybrid reasoning architecture with 671 billion parameters, though only 37 billion are actively used. It supports both thinking and non-thinking modes, allowing users to control its reasoning behavior through a simple toggle. With an impressive context window of up to 163,840 tokens, DeepSeek V3.1 Terminus excels in structured tool calling, code generation, and search agent tasks. It is particularly suited for research, coding, and agentic workflows, offering efficient performance with FP8 microscaling. Input and output are both in text format, making it versatile for various applications.
Use Cases
Here are a few ways teams apply DeepSeek: DeepSeek V3.1 Terminus in practice—from fast drafting to multimodal understanding. Adapt these ideas to your workflow.
Enhance research workflows
Improve coding efficiency
Optimize search agent tasks
Control reasoning behavior
Utilize long-context processing
Key Features
A quick look at the capabilities that make this model useful in real projects.
671B parameters, 37B active
163,840 token context window
Supports thinking and non-thinking modes
Efficient FP8 microscaling
Structured tool calling capabilities
Specs
Overview
Vendor
deepseek
Model ID
deepseek/deepseek-v3.1-terminus
Release
2025-09-22
Modalities & context
Input
text
Output
text
Context
163,840 tokens
Parameters & defaults
Supported parameters: frequency_penalty, include_reasoning, max_tokens, min_p, presence_penalty, reasoning, repetition_penalty, response_format, seed, stop, structured_outputs, temperature, tool_choice, tools, top_k, top_p
Defaults: temperature 0.2, top_p 0.95
Benchmark tests: DeepSeek: DeepSeek V3.1 Terminus
We ran this model against a few representative prompts to show its range. Review the outputs below and be the judge.
Text
Prompt:
Write 150 words on how AI might positively upend work, leisure and creativity
AI promises to profoundly reshape work, leisure, and creativity by eliminating drudgery and amplifying human potential. In the workplace, it will automate routine tasks, freeing us to focus on complex problem-solving, strategy, and interpersonal connection. This shift could redefine productivity around innovation rather than sheer output.
For leisure, AI will act as a hyper-personalized curator and creator, generating bespoke entertainment, planning unique travel experiences, and even serving as a collaborative partner for hobbies.
Most excitingly, AI will democratize creativity. It will lower the barrier to entry for artistic expression, allowing anyone to generate visual concepts, compose music, or draft stories, not as a replacement for the artist but as a powerful new brush or chisel. The result could be an unprecedented explosion of human imagination, with AI serving as the ultimate enabler.
Run this prompt on Upend.AI