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SWE Arena Rank #149

BrowserGym

ServiceNow/BrowserGym · Author: @ServiceNow

View on GitHub

Arena ELO

1297

±18

Total Stars

1.4k

+10.9% w/w

Monthly Traffic

452k/mo

0.5x vs median

Search Demand

74,000/mo

+109% YoY

Adoption & Growth Why & Use Cases Architecture & Stack Web Traffic & Demand Benchmarks & ELO Compare Head-to-Head

12-Month Adoption & Star Velocity +10.9% w/w

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

BrowserGym Category Median

GROWTH VELOCITY

+10.9%

2.0x vs category median

ARENA ELO SCORE

1297

+105 vs category median

WEB VISITS MOMENTUM

452k/mo

0.5x category median

LATENCY EFFICIENCY

18ms

3.8x faster execution

Ecosystem Adoption Thesis

Across verified open-source agentic tools, BrowserGym holds a position in the top percentile for developer retention and production velocity. Its weekly surge rate of +10.9% signals sustained real-world adoption rather than speculative hype.

Why Teams & Autonomous Agents Choose BrowserGym

High-impact open-source repository empowering web agent benchmark specialists with production capabilities.

Verified Real-World Production Workflow

Primary Implementation:

Used by modern agentic teams to scale browser-gym infrastructure with verified provenance.

Engine Stack & Dependencies:

High-efficiency native pipeline with verifiable benchmark proofs and automated CI.

Target Persona & Role Fit

Web Agent Benchmark Specialists

Engineered and benchmarked specifically for Web Agent Benchmark Specialists demanding deterministic execution, low token overhead, and production reliability in agentic loops.

Production Blueprint & Installation

git clone https://github.com/ServiceNow/BrowserGym

Technical Specification (ASD-STE100)

High-impact open-source repository empowering web agent benchmark specialists with production capabilities.

Architecture: High-efficiency native pipeline with verifiable benchmark proofs and automated CI.

Domain Tags & Keywords

#browser-gym#web-agent-eval#servicenow#benchmark

Compute Efficiency Profile

P95 EXECUTION LATENCY

18ms

3.8x faster than median

TOKEN EFFICIENCY SAVINGS

-96%

Measured via context pruning

HEAD-TO-HEAD WIN RATE

85%

Arena paired matches

Monthly Documentation & Site Visits

452k/mo

Measured via Traffic Research bypass engine (0.5x category median)

Google Search Keyword Demand

74,000/mo

+109% YoY expansion

6-Month Web Traffic Velocity

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

BrowserGym 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.

1297

±18 CI

WIN RATE

85%

Head-to-head

WEEKLY SURGE

+10.9%

Adoption velocity

P95 LATENCY

18ms

Execution speed

TOKEN OVERHEAD

-96%

Context saved

Head-to-Head Comparison — BrowserGym 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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