Deepseek 🐋

Qwen3.8 27B: Same Model, Three Harnesses, One Clear Winner - 1. Deepseek, 2. Pi, 3. Hermes - github

# API Pricing ⮺

# Off-peak ⮺

Your day, priced
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Off-peak Peak
OFF-PEAK
$0.15
Input / 1M tokens
Cached input $0.003
Output $0.60
PEAK
$0.30
Input / 1M tokens
Cached input $0.006
Output $1.20
Prices in USD per million tokens · DeepSeek official pricing
Usage DeepSeek Direct (Off-peak) DeepSeek Direct (Peak) ClinePass Reference
Input (per 1M tokens) $0.15 $0.30 $0.30
Cached input (per 1M tokens) $0.003 $0.006 $0.006
Output (per 1M tokens) $0.60 $1.20 $1.20

Prices in USD per 1 million tokens.

# Harness

It is built on an everything-is-a-plugin architecture and powered by Cordis, whose design is described in A Programming Paradigm for Spatiotemporal Composability.

# VSCode

# Setup

$ node --expose-internals \
  /home/yves/.npm/_npx/1e7f6d9597241db0/node_modules/@deepseek-ai/dsh/lib/bin.js \
  web --no-open # --no-open prevent opening the page in browser

# LM Studio

To use LM Studio with this harness you have to configure a custom adapter.

need to put a password in the API key It won’t be used, but it has to be filled so the harness work.

Provider ID:   lmstudio  
Display name:  LM Studio  
Base URL:      http://yves-lab:1234/v1  
API protocol:  openai-completions  
API key:       generate a password

# v4.1 Flash (LLM)

# Running Local

# 12GB GPU

# see also

Written on September 11, 2026, Last update on
agentic-AI harness