Published head-to-head · verified data

Chroma vs Pinecone

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 Chroma and Pinecone
LeaderboardChromaPineconeSame-board readAs of
Vector Database Platform Rank#716.67 score#145.83 scorePinecone leadsAug 4, 2026
Vector Databases Brands in Anthropic Model API Answers#80 score#112.5 scorePinecone leadsAug 4, 2026
Vector Databases Citation Share#90 score#311.54 scorePinecone leadsAug 4, 2026
Vector Databases Engine Breadth#72 score#13 scorePinecone leadsAug 4, 2026
Vector Databases Brands in Gemini Model API Answers#812.5 score#237.5 scorePinecone leadsAug 4, 2026
Vector Databases Brands in OpenAI Model API Answers#637.5 score#187.5 scorePinecone leadsAug 4, 2026
Vector Databases Brand Visibility#711.11 score#133.33 scorePinecone leadsAug 4, 2026
Latest verified by metric

Fact + evidence matrix

14 source-linked metrics

Latest published evidence for Chroma and Pinecone
MetricChromaPineconeEvidence date
public_prompt_benchmarkAnthropic citation share0 percent100% · Rank.ai Vector Databases Prompt Benchmark0 percent100% · Rank.ai Vector Databases Prompt BenchmarkAug 4, 2026
public_prompt_benchmarkAnthropic mention coverage0 percent100% · Rank.ai Vector Databases Prompt Benchmark8.33 percent100% · Rank.ai Vector Databases Prompt BenchmarkAug 4, 2026
public_prompt_benchmarkAnthropic recommendation-prompt presence0 percent100% · Rank.ai Vector Databases Prompt Benchmark12.5 percent100% · Rank.ai Vector Databases Prompt BenchmarkAug 4, 2026
public_prompt_benchmarkCitation share0 percent100% · Rank.ai Vector Databases Prompt Benchmark11.54 percent100% · Rank.ai Vector Databases Prompt BenchmarkAug 4, 2026
public_prompt_benchmarkEngine breadth2 engines100% · Rank.ai Vector Databases Prompt Benchmark3 engines100% · Rank.ai Vector Databases Prompt BenchmarkAug 4, 2026
public_prompt_benchmarkGemini citation share0 percent100% · Rank.ai Vector Databases Prompt Benchmark13.33 percent100% · Rank.ai Vector Databases Prompt BenchmarkAug 4, 2026
public_prompt_benchmarkGemini mention coverage8.33 percent100% · Rank.ai Vector Databases Prompt Benchmark33.33 percent100% · Rank.ai Vector Databases Prompt BenchmarkAug 4, 2026
public_prompt_benchmarkGemini recommendation-prompt presence12.5 percent100% · Rank.ai Vector Databases Prompt Benchmark37.5 percent100% · Rank.ai Vector Databases Prompt BenchmarkAug 4, 2026
public_prompt_benchmarkMention coverage11.11 percent100% · Rank.ai Vector Databases Prompt Benchmark33.33 percent100% · Rank.ai Vector Databases Prompt BenchmarkAug 4, 2026
public_prompt_benchmarkOpenAI citation share0 percent100% · Rank.ai Vector Databases Prompt Benchmark10 percent100% · Rank.ai Vector Databases Prompt BenchmarkAug 4, 2026
public_prompt_benchmarkOpenAI mention coverage25 percent100% · Rank.ai Vector Databases Prompt Benchmark58.33 percent100% · Rank.ai Vector Databases Prompt BenchmarkAug 4, 2026
public_prompt_benchmarkOpenAI recommendation-prompt presence37.5 percent100% · Rank.ai Vector Databases Prompt Benchmark87.5 percent100% · Rank.ai Vector Databases Prompt BenchmarkAug 4, 2026
public_prompt_benchmarkRecommendation-prompt presence16.67 percent100% · Rank.ai Vector Databases Prompt Benchmark45.83 percent100% · Rank.ai Vector Databases Prompt BenchmarkAug 4, 2026
public_prompt_benchmarkReviewed-brand presence share5.71 percent100% · Rank.ai Vector Databases Prompt Benchmark17.14 percent100% · Rank.ai Vector Databases Prompt BenchmarkAug 4, 2026