Buyer prompt · published evidence
Which agent framework is best for retrieval-heavy applications that use documents, data connectors, indexes, and citations?
An exact prompt-level view of which reviewed brands surfaced and which public URLs the configured AI models cited. No answer text or tenant data is published.
- Intent
- recommendation
- Model providers
- 3
- Categories
- 1
- Last observed
- Aug 6, 2026, 12:00 AM UTC
Competitive outcome
Brands surfaced
Ordered by provider breadth, then total mentions and owned-domain citations. A mention is not an endorsement or a position claim.
| # | Brand | Category | Providers | Mentions | Owned citations | Provider evidence |
|---|---|---|---|---|---|---|
| 01 | LlamaIndexllamaindex.ai ↗ | Agent frameworks | 3 | 14 | 1 | Openai · Anthropic · Gemini |
| 02 | Haystackdeepset.ai ↗ | Agent frameworks | 3 | 4 | 0 | Openai · Anthropic · Gemini |
| 03 | CrewAIcrewai.com ↗ | Agent frameworks | 3 | 3 | 0 | Openai · Anthropic · Gemini |
| 04 | LangGraph / Deep Agentslangchain.com ↗ | Agent frameworks | 2 | 2 | 0 | Anthropic · Gemini |
| 05 | DSPydspy.ai ↗ | Agent frameworks | 1 | 1 | 0 | Gemini |
Model comparison
Answer matrix
One row per configured provider and category snapshot. Hashes prove answer identity without publishing stored answer text.
| Provider | Model version | Category | Brands surfaced | Citations | Unique domains | Answer hash |
|---|---|---|---|---|---|---|
| Openai | openai/gpt-4o-mini | Agent frameworks | LlamaIndex · CrewAI · Haystack | 5 | 5 | dedda6f2…1288f |
| Anthropic | anthropic/claude-haiku-4-5 | Agent frameworks | LangGraph / Deep Agents · LlamaIndex · CrewAI · Haystack | 5 | 5 | 38dd6872…913de |
| Gemini | google/gemini-2.5-flash | Agent frameworks | LangGraph / Deep Agents · LlamaIndex · CrewAI · Haystack · DSPy | 7 | 7 | f07ea565…29424 |
URL-derived citations
Sources cited
Hostnames are derived from the returned public URLs. Best position is the smallest citation position observed.