Published head-to-head · verified data

Freed vs Heidi

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 Freed and Heidi
LeaderboardFreedHeidiSame-board readAs of
Clinical AI Documentation Platform Rank#416.67 score#133.33 scoreHeidi leadsAug 31, 2026
Clinical AI Documentation Brands in Anthropic Model API Answers#50 score#30 scoreHeidi leadsAug 31, 2026
Clinical AI Documentation Citation Share#314.29 score#233.33 scoreHeidi leadsAug 31, 2026
Clinical AI Documentation Engine Breadth#52 score#32 scoreHeidi leadsAug 31, 2026
Clinical AI Documentation Brands in Gemini Model API Answers#325 score#137.5 scoreHeidi leadsAug 31, 2026
Clinical AI Documentation Brands in OpenAI Model API Answers#525 score#162.5 scoreHeidi leadsAug 31, 2026
Clinical AI Documentation Brand Visibility#416.67 score#120.83 scoreHeidi leadsAug 31, 2026
Latest verified by metric

Fact + evidence matrix

14 source-linked metrics

Latest published evidence for Freed and Heidi
MetricFreedHeidiEvidence date
public_prompt_benchmarkAnthropic citation share0 percent100% · Rank.ai Clinical AI Documentation Prompt Benchmark0 percent100% · Rank.ai Clinical AI Documentation Prompt BenchmarkAug 31, 2026
public_prompt_benchmarkAnthropic mention coverage0 percent100% · Rank.ai Clinical AI Documentation Prompt Benchmark0 percent100% · Rank.ai Clinical AI Documentation Prompt BenchmarkAug 31, 2026
public_prompt_benchmarkAnthropic recommendation-prompt presence0 percent100% · Rank.ai Clinical AI Documentation Prompt Benchmark0 percent100% · Rank.ai Clinical AI Documentation Prompt BenchmarkAug 31, 2026
public_prompt_benchmarkCitation share14.29 percent100% · Rank.ai Clinical AI Documentation Prompt Benchmark33.33 percent100% · Rank.ai Clinical AI Documentation Prompt BenchmarkAug 31, 2026
public_prompt_benchmarkEngine breadth2 engines100% · Rank.ai Clinical AI Documentation Prompt Benchmark2 engines100% · Rank.ai Clinical AI Documentation Prompt BenchmarkAug 31, 2026
public_prompt_benchmarkGemini citation share33.33 percent100% · Rank.ai Clinical AI Documentation Prompt Benchmark33.33 percent100% · Rank.ai Clinical AI Documentation Prompt BenchmarkAug 31, 2026
public_prompt_benchmarkGemini mention coverage25 percent100% · Rank.ai Clinical AI Documentation Prompt Benchmark18.75 percent100% · Rank.ai Clinical AI Documentation Prompt BenchmarkAug 31, 2026
public_prompt_benchmarkGemini recommendation-prompt presence25 percent100% · Rank.ai Clinical AI Documentation Prompt Benchmark37.5 percent100% · Rank.ai Clinical AI Documentation Prompt BenchmarkAug 31, 2026
public_prompt_benchmarkMention coverage16.67 percent100% · Rank.ai Clinical AI Documentation Prompt Benchmark20.83 percent100% · Rank.ai Clinical AI Documentation Prompt BenchmarkAug 31, 2026
public_prompt_benchmarkOpenAI citation share0 percent100% · Rank.ai Clinical AI Documentation Prompt Benchmark57.14 percent100% · Rank.ai Clinical AI Documentation Prompt BenchmarkAug 31, 2026
public_prompt_benchmarkOpenAI mention coverage25 percent100% · Rank.ai Clinical AI Documentation Prompt Benchmark43.75 percent100% · Rank.ai Clinical AI Documentation Prompt BenchmarkAug 31, 2026
public_prompt_benchmarkOpenAI recommendation-prompt presence25 percent100% · Rank.ai Clinical AI Documentation Prompt Benchmark62.5 percent100% · Rank.ai Clinical AI Documentation Prompt BenchmarkAug 31, 2026
public_prompt_benchmarkRecommendation-prompt presence16.67 percent100% · Rank.ai Clinical AI Documentation Prompt Benchmark33.33 percent100% · Rank.ai Clinical AI Documentation Prompt BenchmarkAug 31, 2026
public_prompt_benchmarkReviewed-brand presence share15.09 percent100% · Rank.ai Clinical AI Documentation Prompt Benchmark18.87 percent100% · Rank.ai Clinical AI Documentation Prompt BenchmarkAug 31, 2026