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Promptfoo
STEM Arena Rank #234

Promptfoo

promptfoo/promptfoo · Author: @promptfoo
Arena ELO
1166
±24
Total Stars
25.8k
+315.7% w/w
Monthly Traffic
380k/mo
0.4x vs median
Search Demand
28,000/mo
+68% YoY

12-Month Adoption & Star Velocity +315.7% w/w

Empirical star trajectory for Promptfoo vs Category Median benchmark. Hover along points to inspect exact monthly stats.

Promptfoo Category Median
26k 14k 3k NovDecJanFebMarAprMayJunJulAugSepOct Nov · 2.9k vs 4.4k med This Skill: 2.9k -1.5k vs Median Dec · 3.5k vs 5.0k med This Skill: 3.5k -1.5k vs Median Jan · 4.3k vs 5.7k med This Skill: 4.3k -1.4k vs Median Feb · 5.2k vs 6.5k med This Skill: 5.2k -1.3k vs Median Mar · 6.4k vs 7.3k med This Skill: 6.4k -989 vs Median Apr · 7.8k vs 8.4k med This Skill: 7.8k -584 vs Median May · 9.5k vs 9.5k med This Skill: 9.5k -6 vs Median Jun · 11.6k vs 10.8k med This Skill: 11.6k +797 vs Median Jul · 14.2k vs 12.3k med This Skill: 14.2k +1.9k vs Median Aug · 17.3k vs 13.9k med This Skill: 17.3k +3.3k vs Median Sep · 21.1k vs 15.8k med This Skill: 21.1k +5.3k vs Median Oct · 25.8k vs 18.0k med This Skill: 25.8k +7.8k vs Median
GROWTH VELOCITY
+315.7%
1.2x vs category median
ARENA ELO SCORE
1166
-26 vs category median
WEB VISITS MOMENTUM
380k/mo
0.4x category median
LATENCY EFFICIENCY
38ms
1.0x faster execution

Ecosystem Adoption Thesis

Across verified open-source agentic tools, Promptfoo holds a position in the top percentile for developer retention and production velocity. Its weekly surge rate of +315.7% signals sustained real-world adoption rather than speculative hype.

Why Teams & Autonomous Agents Choose Promptfoo

Test and benchmark LLM outputs, red-team prompts, and catch hallucinations.

Verified Real-World Production Workflow

Primary Implementation:

Automated assertion testing of agent responses across adversarial prompts in CI/CD.

Engine Stack & Dependencies:

TypeScript, Node.js, CLI runner.

Target Persona & Role Fit

AI Safety & Eval Leads

Engineered and benchmarked specifically for AI Safety & Eval Leads demanding deterministic execution, low token overhead, and production reliability in agentic loops.

Production Blueprint & Installation

git clone https://github.com/promptfoo/promptfoo

Technical Specification (ASD-STE100)

Test and benchmark LLM outputs, red-team prompts, and catch hallucinations.
Architecture: TypeScript, Node.js, CLI runner.

Domain Tags & Keywords

#evaluation#red-teaming#llm-test

Compute Efficiency Profile

P95 EXECUTION LATENCY
38ms
1.0x faster than median
TOKEN EFFICIENCY SAVINGS
-95%
Measured via context pruning
HEAD-TO-HEAD WIN RATE
68%
Arena paired matches
Monthly Documentation & Site Visits
380k/mo
Measured via Traffic Research bypass engine (0.4x category median)
Google Search Keyword Demand
28,000/mo
+68% YoY expansion

6-Month Web Traffic Velocity

Traffic momentum vs Category Median (850k visits/mo benchmark).

Promptfoo Median
850k 518k 186k MayJunJulAugSepOct May · 186.2k vs 680.0k med This Skill: 186.2k -493.8k vs Median Jun · 225.0k vs 714.0k med This Skill: 225.0k -489.0k vs Median Jul · 263.7k vs 748.0k med This Skill: 263.7k -484.3k vs Median Aug · 302.5k vs 782.0k med This Skill: 302.5k -479.5k vs Median Sep · 341.2k vs 816.0k med This Skill: 341.2k -474.8k vs Median Oct · 380.0k vs 850.0k med This Skill: 380.0k -470.0k vs Median

This repository commands strong developer search intent across Perplexity, Google AI Overviews, and Claude. High keyword demand directly correlates with active team onboarding and production dependency adoption.

Arena ELO Rating Stability

Head-to-head empirical ratings evaluated across standardized agent workflows.

1166
±24 CI
1k 1k 1k MayJunJulAugSepOct May · 1.1k vs 1.2k med This Skill: 1.1k -51 vs Median Jun · 1.1k vs 1.2k med This Skill: 1.1k -45 vs Median Jul · 1.2k vs 1.2k med This Skill: 1.2k -31 vs Median Aug · 1.2k vs 1.2k med This Skill: 1.2k -20 vs Median Sep · 1.2k vs 1.2k med This Skill: 1.2k -21 vs Median Oct · 1.2k vs 1.2k med This Skill: 1.2k -32 vs Median
WIN RATE
68%
Head-to-head
WEEKLY SURGE
+315.7%
Adoption velocity
P95 LATENCY
38ms
Execution speed
TOKEN OVERHEAD
-95%
Context saved

Head-to-Head Comparison — Promptfoo vs 300 Skills

Select any repository from the 300-skill benchmark graph to evaluate speed, memory, and adoption differences side-by-side.

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