Golf vs Promptfoo: Which is Better in 2026?
Choosing between Golf and Promptfoo comes down to understanding what each tool does best. This comparison breaks down the key differences so you can make an informed decision based on your specific needs, not marketing claims.
Short on time? Here's the quick answer
We've tested both tools. Here's who should pick what:
Golf
Discover, enforce, and audit AI agent and MCP connections to secure your enterprise data.
Best for you if:
- • Provides a control plane for AI agents and Machine-Controlled Processes (MCP).
- • Offers discovery, enforcement, and auditing capabilities for AI interactions.
Promptfoo
Build secure AI applications with AI security testing integrated into your development workflow.
Best for you if:
- • You want to try before committing
- • Integrates AI security testing into CI/CD and development workflows.
- • Automates context-aware attack generation and provides real-time threat intelligence.
| At a Glance |  Golf | |
|---|---|---|
Starts at | Paid | $50/monthCloud |
Best For | Security | Security |
Rating | - | - |
Choose Golf or Promptfoo?
Choose Golf if
Discover, enforce, and audit AI agent and MCP connections to secure your enterprise data.
- Provides visibility into previously unmonitored AI and MCP interactions
- Offers real-time enforcement to prevent data leaks and unauthorized actions
- Simplifies compliance with pre-mapped audit trails for various regulations
Choose Promptfoo if
Build secure AI applications with AI security testing integrated into your development workflow.
- LLM eval framework
- Open source
- Good for testing prompts
- You want a free tier before you commit
| Feature | Golf | Promptfoo |
|---|---|---|
| Pricing Model | Paid | Freemium |
| User Rating | No ratings yet | ★4.8/5 49 reviews |
| Categories | SecurityAI Agents | SecurityTesting & QA |
In-Depth Analysis
Golf
Discover, enforce, and audit AI agent and MCP connections to secure your enterprise data.
Strengths
- +Provides visibility into previously unmonitored AI and MCP interactions
- +Offers real-time enforcement to prevent data leaks and unauthorized actions
- +Simplifies compliance with pre-mapped audit trails for various regulations
- +Deploys quickly and integrates with existing enterprise infrastructure
- +Allows granular control over AI tool usage and data access
Weaknesses
- -No explicit mention of a free trial or freemium model
- -Requires integration with existing enterprise systems, which might have an overhead
- -Focuses specifically on AI/MCP governance, not a general security solution
Key features
Promptfoo
Build secure AI applications with AI security testing integrated into your development workflow.
Strengths
- +LLM eval framework
- +Open source
- +Good for testing prompts
- +Active development
- +Good documentation
Weaknesses
- -Learning curve
- -CLI focused
- -Newer tool
- -Limited features
- -Still maturing
Key features
Pricing: Golf vs Promptfoo
| Plan | Golf | Promptfoo |
|---|---|---|
| Tier 1 | N/A | Free Free |
| Tier 2 | N/A | $50 month Cloud |
| Tier 3 | N/A | custom Enterprise |
Pricing verified from each vendor's public pricing page. Compare in detail on Golf pricing and Promptfoo pricing.
Who Should Use What?
On a budget?
Promptfoo has a free tier. Golf is paid only.
Go with: Promptfoo
Want the highest-rated option?
Neither has user reviews yet.
Go with: Golf
Value user reviews?
Neither has user reviews yet.
Go with: Promptfoo
3 Questions to Help You Decide
What's your budget?
Golf is paid. Promptfoo is freemium. Promptfoo lets you start free.
What's your use case?
Both are security tools. Compare their specific features to decide.
How important are ratings?
Neither has user reviews yet.
Key Takeaways
Promptfoo
- Free tier available
- Our pick for this comparison
Golf
- Choose if you want discover, enforce, and audit AI agent and MCP connections to secure your enterprise data
The Bottom Line
Promptfoo is our pick.
Frequently Asked Questions
Is Golf or Promptfoo better?
Promptfoo is rated in our evaluation. Golf is paid and Promptfoo is freemium.
What are Golf and Promptfoo used for?
Golf: Discover, enforce, and audit AI agent and MCP connections to secure your enterprise data.. Promptfoo: Build secure AI applications with AI security testing integrated into your development workflow..
What does Golf cost vs Promptfoo?
Golf is a paid tool. Promptfoo is freemium (free tier + paid plans). Visit their websites for detailed pricing.