PUBLISHED HEAD-TO-HEAD / VERIFIED DATA

Pinecone VS Zilliz Cloud / Milvus

A current comparison across 7 published leaderboards and 14 source-linked metrics.

SHARED + UNIQUE LEADERBOARDS

RANK HEAD-TO-HEAD

7 published boards across the pair

Published Rank.ai leaderboard positions for Pinecone and Zilliz Cloud / Milvus
LeaderboardPineconeZilliz Cloud / MilvusSame-board readAs of
Vector Database Platform Rank#166.67 score#450 scorePinecone leadsJul 27, 2026
Vector Databases Brands in Anthropic Model API Answers#187.5 score#462.5 scorePinecone leadsJul 27, 2026
Vector Databases Citation Share#58.89 score#126.67 scoreZilliz Cloud / Milvus leadsJul 27, 2026
Vector Databases Engine Breadth#13 score#43 scorePinecone leadsJul 27, 2026
Vector Databases Brands in Gemini Model API Answers#137.5 score#237.5 scorePinecone leadsJul 27, 2026
Vector Databases Brands in OpenAI Model API Answers#175 score#450 scorePinecone leadsJul 27, 2026
Vector Databases Brand Visibility#150 score#441.67 scorePinecone leadsJul 27, 2026
LATEST VERIFIED BY METRIC

FACT + EVIDENCE MATRIX

14 source-linked metrics

Latest published evidence for Pinecone and Zilliz Cloud / Milvus
MetricPineconeZilliz Cloud / MilvusEvidence date
public_prompt_benchmarkAnthropic citation share0 percent100% · Rank.ai Vector Databases Prompt Benchmark23.08 percent100% · Rank.ai Vector Databases Prompt BenchmarkJul 27, 2026
public_prompt_benchmarkAnthropic mention coverage66.67 percent100% · Rank.ai Vector Databases Prompt Benchmark50 percent100% · Rank.ai Vector Databases Prompt BenchmarkJul 27, 2026
public_prompt_benchmarkAnthropic recommendation-prompt presence87.5 percent100% · Rank.ai Vector Databases Prompt Benchmark62.5 percent100% · Rank.ai Vector Databases Prompt BenchmarkJul 27, 2026
public_prompt_benchmarkCitation share8.89 percent100% · Rank.ai Vector Databases Prompt Benchmark26.67 percent100% · Rank.ai Vector Databases Prompt BenchmarkJul 27, 2026
public_prompt_benchmarkEngine breadth3 engines100% · Rank.ai Vector Databases Prompt Benchmark3 engines100% · Rank.ai Vector Databases Prompt BenchmarkJul 27, 2026
public_prompt_benchmarkGemini citation share11.76 percent100% · Rank.ai Vector Databases Prompt Benchmark29.41 percent100% · Rank.ai Vector Databases Prompt BenchmarkJul 27, 2026
public_prompt_benchmarkGemini mention coverage25 percent100% · Rank.ai Vector Databases Prompt Benchmark33.33 percent100% · Rank.ai Vector Databases Prompt BenchmarkJul 27, 2026
public_prompt_benchmarkGemini recommendation-prompt presence37.5 percent100% · Rank.ai Vector Databases Prompt Benchmark37.5 percent100% · Rank.ai Vector Databases Prompt BenchmarkJul 27, 2026
public_prompt_benchmarkMention coverage50 percent100% · Rank.ai Vector Databases Prompt Benchmark41.67 percent100% · Rank.ai Vector Databases Prompt BenchmarkJul 27, 2026
public_prompt_benchmarkOpenAI citation share13.33 percent100% · Rank.ai Vector Databases Prompt Benchmark26.67 percent100% · Rank.ai Vector Databases Prompt BenchmarkJul 27, 2026
public_prompt_benchmarkOpenAI mention coverage58.33 percent100% · Rank.ai Vector Databases Prompt Benchmark41.67 percent100% · Rank.ai Vector Databases Prompt BenchmarkJul 27, 2026
public_prompt_benchmarkOpenAI recommendation-prompt presence75 percent100% · Rank.ai Vector Databases Prompt Benchmark50 percent100% · Rank.ai Vector Databases Prompt BenchmarkJul 27, 2026
public_prompt_benchmarkRecommendation-prompt presence66.67 percent100% · Rank.ai Vector Databases Prompt Benchmark50 percent100% · Rank.ai Vector Databases Prompt BenchmarkJul 27, 2026
public_prompt_benchmarkReviewed-brand presence share17.82 percent100% · Rank.ai Vector Databases Prompt Benchmark14.85 percent100% · Rank.ai Vector Databases Prompt BenchmarkJul 27, 2026