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Tools/Phoenix vs Promptfoo
Phoenix

Phoenix

observability
vs
Promptfoo

Promptfoo

observability

Phoenix vs Promptfoo — Comparison

Overview
What each tool does and who it's for

Phoenix

Arize Phoenix is an open-source LLM tracing & evaluation platform. Seamlessly instrument, experiment, and optimize AI applications in real time—tr

I notice the social mentions you've provided don't appear to contain reviews or mentions of a software tool called "Phoenix." Instead, they seem to discuss Phoenix, Arizona in the context of climate change and water issues, plus what appears to be a GitHub repository report. Without actual user reviews or social mentions specifically about Phoenix as a software tool, I cannot provide a meaningful summary of user opinions about its strengths, complaints, pricing, or reputation. Could you please provide reviews and mentions that are specifically about the Phoenix software tool you'd like me to analyze?

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
—
1
Mentions (30d)
1
9,053
GitHub Stars
18,874
775
GitHub Forks
1,622
—
npm Downloads/wk
—
—
PyPI Downloads/mo
—
Community Sentiment
How developers feel about each tool based on mentions and reviews

Phoenix

0% positive100% neutral0% negative

Promptfoo

0% positive100% neutral0% negative
Pricing

Phoenix

subscription + tiered

Pricing found: $50, $10, $3

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 Phoenix (10)

Top AI Teams Use PhoenixFlexible, Transparent, & Free from Lock-InIterate on your LLM workflow and deploy to production with confidenceTraceEvaluateIterateReady to get started?PhoenixEvaluationsIntegrations

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
54
GitHub Repos
20
442
GitHub Followers
312
20
npm Packages
20
6
HuggingFace Models
1
—
SO Reputation
—
Pain Points
Top complaints from reviews and social mentions

Phoenix

token usage (1)

Promptfoo

No data yet

Product Screenshots

Phoenix

Phoenix screenshot 1

Promptfoo

Promptfoo screenshot 1Promptfoo screenshot 2Promptfoo screenshot 3
Company Intel
information technology & services
Industry
information technology & services
130
Employees
24
$131.0M
Funding
$23.4M
Series C
Stage
Merger / Acquisition
Supported Languages & Categories

Phoenix

AI/MLDevOpsDeveloper Tools

Promptfoo

AI/MLFinTechDevOpsSecurityDeveloper Tools
View Phoenix Profile View Promptfoo Profile