LangGraph / Deep Agents
company · langchain.com
- Boards
- 7
- Facts
- 14
- Sources
- 1
- Mean confidence
- 100%
LangGraph / Deep Agents VS Pydantic AI
A current comparison across 7 published leaderboards and 14 source-linked metrics.
Pydantic AI
company · pydantic.dev
- 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 | Pydantic AI | Same-board read | As of |
|---|---|---|---|---|
| AI Agent Framework Rank | #150 score | #616.67 score | LangGraph / Deep Agents leads | Jul 27, 2026 |
| Agent Frameworks Brands in Anthropic Model API Answers | #175 score | #525 score | LangGraph / Deep Agents leads | Jul 27, 2026 |
| Agent Frameworks Citation Share | #226.47 score | #320.59 score | LangGraph / Deep Agents leads | Jul 27, 2026 |
| Agent Frameworks Engine Breadth | #13 score | #63 score | LangGraph / Deep Agents leads | Jul 27, 2026 |
| Agent Frameworks Brands in Gemini Model API Answers | #150 score | #612.5 score | LangGraph / Deep Agents leads | Jul 27, 2026 |
| Agent Frameworks Brands in OpenAI Model API Answers | #225 score | #612.5 score | LangGraph / Deep Agents leads | Jul 27, 2026 |
| Agent Frameworks Brand Visibility | #147.22 score | #616.67 score | LangGraph / Deep Agents leads | Jul 27, 2026 |
LATEST VERIFIED BY METRIC
FACT + EVIDENCE MATRIX
14 source-linked metrics
| Metric | LangGraph / Deep Agents | Pydantic AI | Evidence date |
|---|---|---|---|
| public_prompt_benchmarkAnthropic citation share | 36.36 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | 36.36 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 ↗ | 25 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | Jul 27, 2026 |
| public_prompt_benchmarkCitation share | 26.47 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | 20.59 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 ↗ | 8.33 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | Jul 27, 2026 |
| public_prompt_benchmarkGemini recommendation-prompt presence | 50 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | 12.5 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | Jul 27, 2026 |
| public_prompt_benchmarkMention coverage | 47.22 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | 16.67 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | Jul 27, 2026 |
| public_prompt_benchmarkOpenAI citation share | 8.33 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | 25 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 ↗ | 16.67 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 ↗ | 8.57 percent100% · Rank.ai Agent Frameworks Prompt Benchmark ↗ | Jul 27, 2026 |