- Bump version from 1.8.1 to 1.8.2 - Add changelog entry for DashScope and MiniMax provider support - Update provider counts across README and docs (16+ → 18+, 15+ → 17+) - Add DashScope and MiniMax to README provider support matrix
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AI Providers - Comparison & Selection Guide
Open Notebook supports 17+ AI providers. This guide helps you choose the right provider for your needs.
💡 Just want to set up a provider? Skip to the Configuration Guide for detailed setup instructions.
Quick Decision: Which Provider?
Cloud Providers (Easiest)
OpenAI (Recommended)
- Cost: ~$0.03-0.15 per 1K tokens
- Speed: Very fast
- Quality: Excellent
- Best for: Most users (best quality/price balance)
Anthropic (Claude)
- Cost: ~$0.80-3.00 per 1M tokens
- Speed: Fast
- Quality: Excellent
- Best for: Long context (200K tokens), reasoning, latest AI
- Advantage: Superior long-context handling
Google Gemini
- Cost: ~$0.075-0.30 per 1K tokens
- Speed: Very fast
- Quality: Good to excellent
- Best for: Multimodal (images, audio, video)
- Advantage: Longest context (up to 2M tokens)
Groq (Ultra-Fast)
- Cost: ~$0.05 per 1M tokens (cheapest)
- Speed: Ultra-fast (fastest available)
- Quality: Good
- Best for: Budget-conscious, transformations, speed-critical tasks
- Disadvantage: Limited model selection
OpenRouter (100+ Models)
- Cost: Pay-per-model (varies widely)
- Speed: Varies by model
- Quality: Varies by model
- Best for: Model comparison, testing, unified billing
- Advantage: One API key for 100+ models from different providers
DashScope (Qwen)
- Cost: ~$0.01-0.06 per 1K tokens
- Speed: Fast
- Quality: Good
- Best for: Users in Asia, Alibaba Cloud ecosystem
- Advantage: Competitive pricing, strong multilingual support
MiniMax
- Cost: Varies by model
- Speed: Fast
- Quality: Good
- Best for: Long context tasks (204K tokens)
- Advantage: Very long context window
Local / Self-Hosted (Free)
Ollama (Recommended for Local)
- Cost: Free (electricity only)
- Speed: Depends on hardware (slow on CPU, fast on GPU)
- Quality: Good (open-source models)
- Setup: 10 minutes
- Best for: Privacy-first, offline use
- Privacy: 100% local, nothing leaves your machine
LM Studio (Alternative)
- Cost: Free (electricity only)
- Speed: Depends on hardware
- Quality: Good (same models as Ollama)
- Setup: 15 minutes (GUI interface)
- Best for: Non-technical users who prefer GUI over CLI
- Privacy: 100% local
Enterprise
Azure OpenAI
- Cost: Same as OpenAI (usage-based)
- Speed: Very fast
- Quality: Excellent (same models as OpenAI)
- Setup: 10 minutes (more complex)
- Best for: Enterprise, compliance (HIPAA, SOC2), VPC integration
Comparison Table
| Provider | Speed | Cost | Quality | Privacy | Setup | Context |
|---|---|---|---|---|---|---|
| OpenAI | Very Fast | |
Excellent | Low | 5 min | 128K |
| Anthropic | Fast | |
Excellent | Low | 5 min | 200K |
| Very Fast | |
Good-Excellent | Low | 5 min | 2M | |
| Groq | Ultra Fast | $ | Good | Low | 5 min | 32K |
| OpenRouter | Varies | Varies | Varies | Low | 5 min | Varies |
| DashScope | Fast | $ | Good | Low | 5 min | Varies |
| MiniMax | Fast | |
Good | Low | 5 min | 204K |
| Ollama | Slow-Medium | Free | Good | Max | 10 min | Varies |
| LM Studio | Slow-Medium | Free | Good | Max | 15 min | Varies |
| Azure | Very Fast | |
Excellent | High | 10 min | 128K |
Choosing Your Provider
I want the easiest setup
→ OpenAI — Most popular, best community support
I have unlimited budget
→ OpenAI — Best quality
I want to save money
→ Groq — Cheapest cloud ($0.05 per 1M tokens)
I want privacy/offline
→ Ollama — Free, local, private
I want a GUI (not CLI)
→ LM Studio — Desktop app
I'm in an enterprise
→ Azure OpenAI — Compliance, support
I need long context (200K+ tokens)
→ Anthropic — Best long-context model
I need multimodal (images, audio, video)
→ Google Gemini — Best multimodal support
I want access to many models with one API key
→ OpenRouter — 100+ models, unified billing
Ready to Set Up Your Provider?
Now that you've chosen a provider, follow the detailed setup instructions:
→ AI Providers Configuration Guide
This guide includes:
- Step-by-step setup instructions for each provider via the Settings UI
- How to add credentials, test connections, and discover models
- Model selection and recommendations
- Provider-specific troubleshooting
- Hardware requirements (for local providers)
- Cost optimization tips
Cost Estimator
OpenAI
Light use (10 chats/day): $1-5/month
Medium use (50 chats/day): $10-30/month
Heavy use (all-day use): $50-100+/month
Anthropic
Light use: $1-3/month
Medium use: $5-20/month
Heavy use: $20-50+/month
Groq
Light use: $0-1/month
Medium use: $2-5/month
Heavy use: $5-20/month
Ollama
Any use: Free (electricity only)
8GB GPU running 24/7: ~$10/month electricity
Next Steps
- You've chosen a provider (from this comparison guide)
- Follow the setup guide: AI Providers Configuration
- Add your credential in Settings → API Keys
- Test your connection and discover models
- Start using Open Notebook!
Need Help?
- Setup issues? See AI Providers Configuration for detailed troubleshooting per provider
- General problems? Check Troubleshooting Guide
- Questions? Join Discord community