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.
Bottom line: Promptfoo wins this matchup. UiPath is our overall AI Agents pick. Lucid Train is our free AI Agents pick. Pick Golf if you need its specific feature set.
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:
- • You want provides visibility into previously unmonitored AI and MCP interactions
- • You want offers real-time enforcement to prevent data leaks and unauthorized actions
Promptfoo
Build secure AI applications with AI security testing integrated into your development workflow.
Best for you if:
- • You want a free tier before you commit
- • You want lLM eval framework
- • You want open source
| At a Glance | Golf | |
|---|---|---|
Starts at | Custom | FreeFree tier available |
Best For | Security | Security |
Rating | - | - |
Free plan | No | Yes |
Watch out for | n/a | No public overage pricing for Cloud |
Choose Golf or Promptfoo?
Choose Golf if
Discover, enforce, and audit AI agent and MCP connections to secure your enterprise data.
- You want provides visibility into previously unmonitored AI and MCP interactions
- You want offers real-time enforcement to prevent data leaks and unauthorized actions
Choose Promptfoo if
Build secure AI applications with AI security testing integrated into your development workflow.
- You want a free tier before you commit
- You want lLM eval framework
- You want open source
| Feature | Golf | Promptfoo |
|---|---|---|
| Pricing Model | Paid | Freemium |
| User Rating | No ratings yet | No ratings yet |
| 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.
The pricing for Promptfoo is very generous, especially with a robust free tier offering unlimited local evals and all features.
Watch out
No public overage pricing for Cloud
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 ratings yet.
Too early to call on ratings, compare on features and pricing.
Value user reviews?
Neither has ratings yet.
Too early to call, neither has ratings yet.
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 ratings 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 wins this matchup. UiPath is our overall AI Agents pick. Lucid Train is our free AI Agents 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.