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Weaviate
AI Ops Arena Rank #195

Weaviate

weaviate/weaviate · Author: @weaviate
Arena ELO
1310
±19
Total Stars
16.9k
+30.8% w/w
Monthly Traffic
1.2M/mo
1.4x vs median
Search Demand
165,000/mo
+120% YoY

12-Month Adoption & Star Velocity +30.8% w/w

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

Weaviate Category Median
18k 10k 1k NovDecJanFebMarAprMayJunJulAugSepOct Nov · 1.3k vs 4.4k med This Skill: 1.3k -3.1k vs Median Dec · 1.6k vs 5.0k med This Skill: 1.6k -3.4k vs Median Jan · 2.1k vs 5.7k med This Skill: 2.1k -3.6k vs Median Feb · 2.6k vs 6.5k med This Skill: 2.6k -3.9k vs Median Mar · 3.3k vs 7.3k med This Skill: 3.3k -4.0k vs Median Apr · 4.2k vs 8.4k med This Skill: 4.2k -4.2k vs Median May · 5.3k vs 9.5k med This Skill: 5.3k -4.2k vs Median Jun · 6.6k vs 10.8k med This Skill: 6.6k -4.1k vs Median Jul · 8.4k vs 12.3k med This Skill: 8.4k -3.9k vs Median Aug · 10.6k vs 13.9k med This Skill: 10.6k -3.4k vs Median Sep · 13.4k vs 15.8k med This Skill: 13.4k -2.5k vs Median Oct · 16.9k vs 18.0k med This Skill: 16.9k -1.1k vs Median
GROWTH VELOCITY
+30.8%
1.7x vs category median
ARENA ELO SCORE
1310
+118 vs category median
WEB VISITS MOMENTUM
1.2M/mo
1.4x category median
LATENCY EFFICIENCY
20ms
1.9x faster execution

Ecosystem Adoption Thesis

Across verified open-source agentic tools, Weaviate holds a position in the top percentile for developer retention and production velocity. Its weekly surge rate of +30.8% signals sustained real-world adoption rather than speculative hype.

Why Teams & Autonomous Agents Choose Weaviate

Open-source vector database that allows developers to store data objects and vector embeddings from ML models.

Verified Real-World Production Workflow

Primary Implementation:

Perform hybrid search combining BM25 keyword matching with vector distance at enterprise scale.

Engine Stack & Dependencies:

Go, Custom HNSW index, GraphQL API, Raft consensus.

Target Persona & Role Fit

MLOps & Search Architects

Engineered and benchmarked specifically for MLOps & Search Architects demanding deterministic execution, low token overhead, and production reliability in agentic loops.

Production Blueprint & Installation

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

Technical Specification (ASD-STE100)

Open-source vector database that allows developers to store data objects and vector embeddings from ML models.
Architecture: Go, Custom HNSW index, GraphQL API, Raft consensus.

Domain Tags & Keywords

#vector-database#hybrid-search#go#enterprise-search

Compute Efficiency Profile

P95 EXECUTION LATENCY
20ms
1.9x faster than median
TOKEN EFFICIENCY SAVINGS
-92%
Measured via context pruning
HEAD-TO-HEAD WIN RATE
86%
Arena paired matches
Monthly Documentation & Site Visits
1.2M/mo
Measured via Traffic Research bypass engine (1.4x category median)
Google Search Keyword Demand
165,000/mo
+120% YoY expansion

6-Month Web Traffic Velocity

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

Weaviate Median
1.2M 791k 381k MayJunJulAugSepOct May · 381.0k vs 680.0k med This Skill: 381.0k -299.0k vs Median Jun · 544.8k vs 714.0k med This Skill: 544.8k -169.2k vs Median Jul · 708.6k vs 748.0k med This Skill: 708.6k -39.4k vs Median Aug · 872.4k vs 782.0k med This Skill: 872.4k +90.4k vs Median Sep · 1.04M vs 816.0k med This Skill: 1.04M +220.2k vs Median Oct · 1.20M vs 850.0k med This Skill: 1.20M +350.0k 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.

1310
±19 CI
1k 1k 1k MayJunJulAugSepOct May · 1.3k vs 1.2k med This Skill: 1.3k +93 vs Median Jun · 1.3k vs 1.2k med This Skill: 1.3k +99 vs Median Jul · 1.3k vs 1.2k med This Skill: 1.3k +113 vs Median Aug · 1.3k vs 1.2k med This Skill: 1.3k +124 vs Median Sep · 1.3k vs 1.2k med This Skill: 1.3k +123 vs Median Oct · 1.3k vs 1.2k med This Skill: 1.3k +112 vs Median
WIN RATE
86%
Head-to-head
WEEKLY SURGE
+30.8%
Adoption velocity
P95 LATENCY
20ms
Execution speed
TOKEN OVERHEAD
-92%
Context saved

Head-to-Head Comparison — Weaviate 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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