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Tools/PromptLayer vs Promptfoo
PromptLayer

PromptLayer

observability
vs
Promptfoo

Promptfoo

observability

PromptLayer vs Promptfoo — Comparison

Overview
What each tool does and who it's for

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.

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.

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

PromptLayer

0% positive100% neutral0% negative

Promptfoo

0% positive100% neutral0% negative
Pricing

PromptLayer

subscription + tieredFree tier

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

Promptfoo

subscription + freemium + tieredFree tier
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
—
GitHub Repos
20
—
GitHub Followers
312
—
npm Packages
20
—
HuggingFace Models
1
—
SO Reputation
—
Product Screenshots

PromptLayer

PromptLayer screenshot 1

Promptfoo

Promptfoo screenshot 1Promptfoo screenshot 2Promptfoo screenshot 3
Company Intel
information technology & services
Industry
information technology & services
23
Employees
24
—
Funding
$23.4M
Seed
Stage
Merger / Acquisition
Supported Languages & Categories

PromptLayer

AIAI EngineeringAI DevelopmentAI TestingAI Monitoring

Promptfoo

AI/MLFinTechDevOpsSecurityDeveloper Tools
View PromptLayer Profile View Promptfoo Profile