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SQLGlot
SWE Arena Rank #124

SQLGlot

tobymao/sqlglot · Author: @tobymao
Arena ELO
1285
±19
Total Stars
9.7k
+15% w/w
Monthly Traffic
410k/mo
0.5x vs median
Search Demand
68,000/mo
+125% YoY

12-Month Adoption & Star Velocity +15% w/w

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

SQLGlot Category Median
18k 9k 328 NovDecJanFebMarAprMayJunJulAugSepOct Nov · 328 vs 4.4k med This Skill: 328 -4.1k vs Median Dec · 446 vs 5.0k med This Skill: 446 -4.6k vs Median Jan · 607 vs 5.7k med This Skill: 607 -5.1k vs Median Feb · 826 vs 6.5k med This Skill: 826 -5.6k vs Median Mar · 1.1k vs 7.3k med This Skill: 1.1k -6.2k vs Median Apr · 1.5k vs 8.4k med This Skill: 1.5k -6.8k vs Median May · 2.1k vs 9.5k med This Skill: 2.1k -7.4k vs Median Jun · 2.8k vs 10.8k med This Skill: 2.8k -8.0k vs Median Jul · 3.8k vs 12.3k med This Skill: 3.8k -8.4k vs Median Aug · 5.2k vs 13.9k med This Skill: 5.2k -8.7k vs Median Sep · 7.1k vs 15.8k med This Skill: 7.1k -8.7k vs Median Oct · 9.7k vs 18.0k med This Skill: 9.7k -8.3k vs Median
GROWTH VELOCITY
+15%
2.1x vs category median
ARENA ELO SCORE
1285
+93 vs category median
WEB VISITS MOMENTUM
410k/mo
0.5x category median
LATENCY EFFICIENCY
12ms
3.2x faster execution

Ecosystem Adoption Thesis

Across verified open-source agentic tools, SQLGlot holds a position in the top percentile for developer retention and production velocity. Its weekly surge rate of +15% signals sustained real-world adoption rather than speculative hype.

Why Teams & Autonomous Agents Choose SQLGlot

An ultra-fast, zero-dependency Python SQL parser, transpiler, optimizer, and engine supporting 21 dialect translations.

Verified Real-World Production Workflow

Primary Implementation:

Transpile complex queries between BigQuery, Snowflake, DuckDB, and Postgres with guaranteed semantic parity.

Engine Stack & Dependencies:

Pure Python, AST parser, Dialect generators, Optimizer rules.

Target Persona & Role Fit

Data Infrastructure Engineers

Engineered and benchmarked specifically for Data Infrastructure Engineers demanding deterministic execution, low token overhead, and production reliability in agentic loops.

Production Blueprint & Installation

git clone https://github.com/tobymao/sqlglot

Technical Specification (ASD-STE100)

An ultra-fast, zero-dependency Python SQL parser, transpiler, optimizer, and engine supporting 21 dialect translations.
Architecture: Pure Python, AST parser, Dialect generators, Optimizer rules.

Domain Tags & Keywords

#sql-parser#transpiler#zero-dependency#data-infra

Compute Efficiency Profile

P95 EXECUTION LATENCY
12ms
3.2x faster than median
TOKEN EFFICIENCY SAVINGS
-98%
Measured via context pruning
HEAD-TO-HEAD WIN RATE
84%
Arena paired matches
Monthly Documentation & Site Visits
410k/mo
Measured via Traffic Research bypass engine (0.5x category median)
Google Search Keyword Demand
68,000/mo
+125% YoY expansion

6-Month Web Traffic Velocity

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

SQLGlot Median
850k 456k 62k MayJunJulAugSepOct May · 61.5k vs 680.0k med This Skill: 61.5k -618.5k vs Median Jun · 119.7k vs 714.0k med This Skill: 119.7k -594.3k vs Median Jul · 192.3k vs 748.0k med This Skill: 192.3k -555.7k vs Median Aug · 264.9k vs 782.0k med This Skill: 264.9k -517.1k vs Median Sep · 337.4k vs 816.0k med This Skill: 337.4k -478.6k vs Median Oct · 410.0k vs 850.0k med This Skill: 410.0k -440.0k 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.

1285
±19 CI
1k 1k 1k MayJunJulAugSepOct May · 1.3k vs 1.2k med This Skill: 1.3k +68 vs Median Jun · 1.3k vs 1.2k med This Skill: 1.3k +74 vs Median Jul · 1.3k vs 1.2k med This Skill: 1.3k +88 vs Median Aug · 1.3k vs 1.2k med This Skill: 1.3k +99 vs Median Sep · 1.3k vs 1.2k med This Skill: 1.3k +98 vs Median Oct · 1.3k vs 1.2k med This Skill: 1.3k +87 vs Median
WIN RATE
84%
Head-to-head
WEEKLY SURGE
+15%
Adoption velocity
P95 LATENCY
12ms
Execution speed
TOKEN OVERHEAD
-98%
Context saved

Head-to-Head Comparison — SQLGlot 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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