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Tools/Promptfoo vs PromptLayer
Promptfoo

Promptfoo

observability
vs
PromptLayer

PromptLayer

observability

Promptfoo vs PromptLayer — Comparison

Overview
What each tool does and who it's for

Promptfoo

The AI Security Platform that catches vulnerabilities in development. Trusted by 127 of the Fortune 500 and 300,000+ developers worldwide.

Based on the limited social mentions available, users view Promptfoo as a comprehensive open-source tool that combines LLM performance evaluation and security red-teaming capabilities in a single CLI interface. The tool appears to have gained significant credibility after being acquired by OpenAI in March 2026, which users seem to view as validation of its effectiveness. There's notable interest from the developer community, particularly in Korean markets, suggesting it's gaining traction among AI practitioners. However, with only social mentions and no detailed user reviews available, it's difficult to assess specific user complaints or detailed pricing sentiment.

PromptLayer

Version, test, and monitor every prompt and agent with robust evals, tracing, and regression sets. Empower domain experts to collaborate in the visual

I notice that the reviews section is empty and the social mentions only show YouTube video titles that simply repeat "PromptLayer AI" without any actual user feedback or commentary. Without substantive user reviews, social media discussions, or detailed content from these mentions, I cannot provide a meaningful summary of what users think about PromptLayer's strengths, weaknesses, pricing, or overall reputation. To give you an accurate assessment, I would need access to actual user testimonials, review content, social media posts, or forum discussions about the tool.

Key Metrics
—
Avg Rating
—
1
Mentions (30d)
0
18,874
GitHub Stars
—
1,622
GitHub Forks
—
—
npm Downloads/wk
—
—
PyPI Downloads/mo
—
Community Sentiment
How developers feel about each tool based on mentions and reviews

Promptfoo

0% positive100% neutral0% negative

PromptLayer

0% positive100% neutral0% negative
Pricing

Promptfoo

subscription + freemium + tieredFree tier

PromptLayer

subscription + tieredFree tier

Pricing found: $0, $49, $0.003, $500, $0.002

Use Cases
When to use each tool

Promptfoo (6)

Integrate AnywhereCI/CD pipelinesGitHub, GitLab, Jenkins, and moreMCP and Agent frameworksOn-premise or cloudTest Everything
Features

Only in Promptfoo (10)

Direct and indirect prompt injectionsJailbreaks tailored to your guardrailsData and PII leaksBusiness rule violationsInsecure tool use in agentsToxic content generationCI/CD pipelinesGitHub, GitLab, Jenkins, and moreMCP and Agent frameworksOn-premise or cloud
Developer Ecosystem
20
GitHub Repos
—
312
GitHub Followers
—
20
npm Packages
—
1
HuggingFace Models
—
—
SO Reputation
—
Product Screenshots

Promptfoo

Promptfoo screenshot 1Promptfoo screenshot 2Promptfoo screenshot 3

PromptLayer

PromptLayer screenshot 1
Company Intel
information technology & services
Industry
information technology & services
24
Employees
23
$23.4M
Funding
—
Merger / Acquisition
Stage
Seed
Supported Languages & Categories

Promptfoo

AI/MLFinTechDevOpsSecurityDeveloper Tools

PromptLayer

AIAI EngineeringAI DevelopmentAI TestingAI Monitoring
View Promptfoo Profile View PromptLayer Profile