LangGraph / Deep Agents
company · langchain.com
- Boards
- 7
- Facts
- 14
- Sources
- 1
- Mean confidence
- 100%
LangGraph / Deep Agents VS LlamaIndex
A current comparison across 7 published leaderboards and 14 source-linked metrics.
LlamaIndex
company · llamaindex.ai
- Boards
- 7
- Facts
- 14
- Sources
- 1
- Mean confidence
- 100%
SHARED + UNIQUE LEADERBOARDS
RANK HEAD-TO-HEAD
7 published boards across the pair
| Leaderboard | LangGraph / Deep Agents | LlamaIndex | Same-board read | As of |
|---|---|---|---|---|
| AI Agent Framework Rank | #150 score | #429.17 score | LangGraph / Deep Agents leads | Jul 27, 2026 |
| Agent Frameworks Brands in Anthropic Model API Answers | #175 score | #250 score | LangGraph / Deep Agents leads | Jul 27, 2026 |
| Agent Frameworks Citation Share | #226.47 score | #90 score | LangGraph / Deep Agents leads | Jul 27, 2026 |
| Agent Frameworks Engine Breadth | #13 score | #43 score | LangGraph / Deep Agents leads | Jul 27, 2026 |
| Agent Frameworks Brands in Gemini Model API Answers | #150 score | #425 score | LangGraph / Deep Agents leads | Jul 27, 2026 |
| Agent Frameworks Brands in OpenAI Model API Answers | #225 score | #512.5 score | LangGraph / Deep Agents leads | Jul 27, 2026 |
| Agent Frameworks Brand Visibility | #147.22 score | #419.44 score | LangGraph / Deep Agents leads | Jul 27, 2026 |
LATEST VERIFIED BY METRIC
FACT + EVIDENCE MATRIX
14 source-linked metrics
| Metric | LangGraph / Deep Agents | LlamaIndex | Evidence date |
|---|---|---|---|
| public_prompt_benchmarkAnthropic citation share | 36.36 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | 0 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | Jul 27, 2026 |
| public_prompt_benchmarkAnthropic mention coverage | 66.67 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | 33.33 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | Jul 27, 2026 |
| public_prompt_benchmarkAnthropic recommendation-prompt presence | 75 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | 50 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | Jul 27, 2026 |
| public_prompt_benchmarkCitation share | 26.47 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | 0 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | Jul 27, 2026 |
| public_prompt_benchmarkEngine breadth | 3 engines100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | 3 engines100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | Jul 27, 2026 |
| public_prompt_benchmarkGemini citation share | 36.36 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | 0 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | Jul 27, 2026 |
| public_prompt_benchmarkGemini mention coverage | 50 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | 16.67 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | Jul 27, 2026 |
| public_prompt_benchmarkGemini recommendation-prompt presence | 50 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | 25 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | Jul 27, 2026 |
| public_prompt_benchmarkMention coverage | 47.22 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | 19.44 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | Jul 27, 2026 |
| public_prompt_benchmarkOpenAI citation share | 8.33 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | 0 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | Jul 27, 2026 |
| public_prompt_benchmarkOpenAI mention coverage | 25 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | 8.33 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | Jul 27, 2026 |
| public_prompt_benchmarkOpenAI recommendation-prompt presence | 25 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | 12.5 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | Jul 27, 2026 |
| public_prompt_benchmarkRecommendation-prompt presence | 50 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | 29.17 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | Jul 27, 2026 |
| public_prompt_benchmarkReviewed-brand presence share | 24.29 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | 10 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | Jul 27, 2026 |