You donβt need to spend $20/month on Cursor or Claude Code to get AI-assisted coding. Hereβs how to build a complete setup for $0-5/month that covers autocomplete, chat, and autonomous coding.
The $0 setup (completely free)
What you need
- A computer with 16GB+ RAM (32GB ideal)
- Ollama installed
- Continue.dev VS Code extension
- Aider for terminal
Step 1: Install Ollama and models
brew install ollama # or curl -fsSL https://ollama.com/install.sh | sh
# Autocomplete model (fast, small)
ollama pull codestral:22b # 12GB β best autocomplete
# OR if low on RAM:
ollama pull qwen3.5:4b # 2.5GB β decent autocomplete
# Chat/reasoning model
ollama pull qwen3.5:27b # 16GB β excellent quality
# OR if low on RAM:
ollama pull qwen3.5:9b # 5GB β good quality
Step 2: Configure Continue.dev
Install the Continue extension in VS Code, then set your config:
{
"models": [
{
"provider": "ollama",
"model": "qwen3.5:27b",
"title": "Qwen 3.5 27B"
}
],
"tabAutocompleteModel": {
"provider": "ollama",
"model": "codestral:22b",
"title": "Codestral"
}
}
Step 3: Set up Aider for terminal
pip install aider-chat
cd your-project
aider --model ollama/qwen3.5:27b
What you get
- β Autocomplete in VS Code (like Copilot)
- β Chat with AI about your code
- β Terminal-based pair programming
- β Complete privacy β nothing leaves your machine
- β No API keys, no subscriptions, no limits
Limitations
- Slower than cloud models (depends on your hardware)
- Quality is good but not Claude Opus level
- No Agent Swarm or parallel processing
- Needs decent hardware (16GB+ RAM minimum)
The $3/month setup
Everything from the $0 setup, plus cloud models for complex tasks:
Add DeepSeek API
Sign up at platform.deepseek.com β one of the cheapest AI APIs available.
export DEEPSEEK_API_KEY="your-key"
# Use DeepSeek for complex tasks in Aider
aider --model deepseek/deepseek-chat
DeepSeek Chat costs $0.27/1M input tokens. A heavy coding day uses maybe 500K tokens = $0.14. Thatβs ~$3/month for daily use.
Or add GLM Coding Plan
The GLM Coding Plan at $3/month gives you access to GLM-5.1 β the #1 model on SWE-Bench Pro.
What you get (on top of $0 setup)
- β Frontier-class model for complex tasks
- β Local models for routine work (free)
- β Cloud models for hard problems ($3/mo)
The $5/month setup
The sweet spot. Local models for daily work + OpenRouter credits for accessing any model when needed.
Add OpenRouter
export OPENROUTER_API_KEY="your-key"
# Use Claude for the hardest tasks
aider --model openrouter/anthropic/claude-opus-4.6
# Use DeepSeek for routine work
aider --model openrouter/deepseek/deepseek-chat
# Use free models for simple questions
aider --model openrouter/qwen/qwen-3.6-plus-preview
$5 of OpenRouter credits gets you:
- ~18M tokens of DeepSeek Chat
- ~500K tokens of Claude Opus
- Unlimited tokens of free models
The optimal workflow
- Autocomplete: Codestral locally (free, instant)
- Quick questions: Qwen 3.5 locally (free, fast)
- Complex coding: DeepSeek via OpenRouter (cheap)
- Hardest problems: Claude Opus via OpenRouter (expensive, use sparingly)
Cost comparison
| Setup | Monthly cost | Quality |
|---|---|---|
| $0 local | $0 | Good (80% of Claude) |
| $3 DeepSeek | $3 | Very good (90% of Claude) |
| $5 OpenRouter | $5 | Excellent (access to everything) |
| GitHub Copilot | $10 | Good |
| Cursor Pro | $20 | Excellent |
| Claude Code Pro | $20 | Best |
| Cursor + Claude | $40 | Best |
The $5/month setup gives you access to the same models as the $40/month setup β you just pay per token instead of a flat subscription. For moderate use (2-3 hours of AI coding per day), $5 is enough.
Hardware recommendations
| Budget | Hardware | Best local model |
|---|---|---|
| Already own | Any Mac/PC with 16GB+ | Qwen 3.5 9B |
| $600 | Mac Mini M4 16GB | Qwen 3.5 4B |
| $1,150 | Mac Mini M4 32GB | Qwen 3.5 27B + Codestral |
| $300 | Used RTX 3060 12GB | Codestral 22B |
The Mac Mini M4 32GB at $1,150 is the best value β it runs both a chat model and autocomplete model simultaneously.
Bottom line
AI coding doesnβt have to cost $20-40/month. A $0 setup with local models covers 80% of use cases. Adding $3-5/month of API access covers the remaining 20%. The key insight: use cheap/free models for routine work and expensive models only for the hardest problems.
Related: Best Free AI APIs 2026 Β· Ollama Complete Guide Β· Best AI Models for Mac Β· How to Choose an AI Coding Agent