PRODUCT INTELLIGENCE / PUBLISHED EVIDENCE
Pydantic AI
Pydantic AI in the public Agent Frameworks benchmark.
Ranking footprint
Each board links to its complete table and methodology.Every published position
| Board | Rank | Score | Movement | Confidence | As of | Method |
|---|---|---|---|---|---|---|
| AI Agent Framework Rank | #9 | 12.5 | ↓ 3 | 100% | Aug 6, 2026 | 4-ai-agent-frameworks-2026-07-27-models-64232fd32583 → |
| Agent Frameworks Brand Visibility | #9 | 8.3333 | ↓ 3 | 100% | Aug 6, 2026 | 4-ai-agent-frameworks-2026-07-27-models-64232fd32583 → |
| Agent Frameworks Citation Share | #11 | 0 | ↓ 8 | 100% | Aug 6, 2026 | 4-ai-agent-frameworks-2026-07-27-models-64232fd32583 → |
| Agent Frameworks Engine Breadth | #7 | 3 | ↓ 1 | 100% | Aug 6, 2026 | 4-ai-agent-frameworks-2026-07-27-models-64232fd32583 → |
| Agent Frameworks Brands in OpenAI Model API Answers | #9 | 12.5 | ↓ 3 | 100% | Aug 6, 2026 | 4-ai-agent-frameworks-2026-07-27-models-64232fd32583 → |
| Agent Frameworks Brands in Anthropic Model API Answers | #7 | 12.5 | ↓ 2 | 100% | Aug 6, 2026 | 4-ai-agent-frameworks-2026-07-27-models-64232fd32583 → |
| Agent Frameworks Brands in Gemini Model API Answers | #10 | 12.5 | ↓ 4 | 100% | Aug 6, 2026 | 4-ai-agent-frameworks-2026-07-27-models-64232fd32583 → |
Product data matrix
28 public observations · source links open the underlying record.Visibility, citations + market position
| Metric | Published value | Category | Data kind | Period / observed | Confidence | Source |
|---|---|---|---|---|---|---|
| Reviewed-brand presence sharepublic-prompt-brand-mention-share | 6 percent | public_prompt_benchmark | derived | Aug 6, 2026 | 100% | Rank.ai Agent Frameworks Prompt Benchmark ↗A |
| OpenAI citation sharepublic-prompt-openai-brand-citation-share | 0 percent | public_prompt_benchmark | derived | Aug 6, 2026 | 100% | Rank.ai Agent Frameworks Prompt Benchmark ↗A |
| Gemini citation sharepublic-prompt-gemini-brand-citation-share | 0 percent | public_prompt_benchmark | derived | Aug 6, 2026 | 100% | Rank.ai Agent Frameworks Prompt Benchmark ↗A |
| Gemini mention coveragepublic-prompt-gemini-brand-mention-coverage | 8.3333 percent | public_prompt_benchmark | measured | Aug 6, 2026 | 100% | Rank.ai Agent Frameworks Prompt Benchmark ↗A |
| Recommendation-prompt presencepublic-prompt-brand-recommendation-presence | 12.5 percent | public_prompt_benchmark | measured | Aug 6, 2026 | 100% | Rank.ai Agent Frameworks Prompt Benchmark ↗A |
| Engine breadthpublic-prompt-brand-engine-breadth | 3 engines | public_prompt_benchmark | measured | Aug 6, 2026 | 100% | Rank.ai Agent Frameworks Prompt Benchmark ↗A |
| OpenAI mention coveragepublic-prompt-openai-brand-mention-coverage | 8.3333 percent | public_prompt_benchmark | measured | Aug 6, 2026 | 100% | Rank.ai Agent Frameworks Prompt Benchmark ↗A |
| Anthropic mention coveragepublic-prompt-anthropic-brand-mention-coverage | 8.3333 percent | public_prompt_benchmark | measured | Aug 6, 2026 | 100% | Rank.ai Agent Frameworks Prompt Benchmark ↗A |
| Anthropic citation sharepublic-prompt-anthropic-brand-citation-share | 0 percent | public_prompt_benchmark | derived | Aug 6, 2026 | 100% | Rank.ai Agent Frameworks Prompt Benchmark ↗A |
| OpenAI recommendation-prompt presencepublic-prompt-openai-brand-recommendation-presence | 12.5 percent | public_prompt_benchmark | measured | Aug 6, 2026 | 100% | Rank.ai Agent Frameworks Prompt Benchmark ↗A |
| Anthropic recommendation-prompt presencepublic-prompt-anthropic-brand-recommendation-presence | 12.5 percent | public_prompt_benchmark | measured | Aug 6, 2026 | 100% | Rank.ai Agent Frameworks Prompt Benchmark ↗A |
| Gemini recommendation-prompt presencepublic-prompt-gemini-brand-recommendation-presence | 12.5 percent | public_prompt_benchmark | measured | Aug 6, 2026 | 100% | Rank.ai Agent Frameworks Prompt Benchmark ↗A |
| Citation sharepublic-prompt-brand-citation-share | 0 percent | public_prompt_benchmark | derived | Aug 6, 2026 | 100% | Rank.ai Agent Frameworks Prompt Benchmark ↗A |
| Mention coveragepublic-prompt-brand-mention-coverage | 8.3333 percent | public_prompt_benchmark | measured | Aug 6, 2026 | 100% | Rank.ai Agent Frameworks Prompt Benchmark ↗A |
| Recommendation-prompt presencepublic-prompt-brand-recommendation-presence | 16.6667 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai Agent Frameworks Prompt Benchmark ↗A |
| Gemini recommendation-prompt presencepublic-prompt-gemini-brand-recommendation-presence | 12.5 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai Agent Frameworks Prompt Benchmark ↗A |
| OpenAI recommendation-prompt presencepublic-prompt-openai-brand-recommendation-presence | 12.5 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai Agent Frameworks Prompt Benchmark ↗A |
| Anthropic citation sharepublic-prompt-anthropic-brand-citation-share | 36.3636 percent | public_prompt_benchmark | derived | Jul 27, 2026 | 100% | Rank.ai Agent Frameworks Prompt Benchmark ↗A |
| Mention coveragepublic-prompt-brand-mention-coverage | 16.6667 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai Agent Frameworks Prompt Benchmark ↗A |
| OpenAI mention coveragepublic-prompt-openai-brand-mention-coverage | 8.3333 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai Agent Frameworks Prompt Benchmark ↗A |
| Anthropic recommendation-prompt presencepublic-prompt-anthropic-brand-recommendation-presence | 25 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai Agent Frameworks Prompt Benchmark ↗A |
| Anthropic mention coveragepublic-prompt-anthropic-brand-mention-coverage | 33.3333 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai Agent Frameworks Prompt Benchmark ↗A |
| OpenAI citation sharepublic-prompt-openai-brand-citation-share | 25 percent | public_prompt_benchmark | derived | Jul 27, 2026 | 100% | Rank.ai Agent Frameworks Prompt Benchmark ↗A |
| Reviewed-brand presence sharepublic-prompt-brand-mention-share | 8.5714 percent | public_prompt_benchmark | derived | Jul 27, 2026 | 100% | Rank.ai Agent Frameworks Prompt Benchmark ↗A |
| Gemini mention coveragepublic-prompt-gemini-brand-mention-coverage | 8.3333 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai Agent Frameworks Prompt Benchmark ↗A |
| Citation sharepublic-prompt-brand-citation-share | 20.5882 percent | public_prompt_benchmark | derived | Jul 27, 2026 | 100% | Rank.ai Agent Frameworks Prompt Benchmark ↗A |
| Engine breadthpublic-prompt-brand-engine-breadth | 3 engines | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai Agent Frameworks Prompt Benchmark ↗A |
| Gemini citation sharepublic-prompt-gemini-brand-citation-share | 0 percent | public_prompt_benchmark | derived | Jul 27, 2026 | 100% | Rank.ai Agent Frameworks Prompt Benchmark ↗A |
Continue the investigation