5-Lens Empirical Quadrants & Non-Dominated Pareto Frontier
All 17 Facets (5) agent_development_orchestration ai_security_and_guardrails automation_ipaas_dag_durable embeddings_and_rerankers evaluation_and_regression_testing llm_frontier_cloud llm_open_weights_cloud memory_behavior_policies multimodal_vision_audio_3d observability_tracing_monitoring programmatic_prompt_workflow_optimization protocols_mcp_and_a2a rag_context_pipeline slm_cpu_edge_quantized team_simulation_provenance timeseries_foundation_models vector_and_transactional_storage
| Component | Facet | Quadrant & Frontier | Lens Scores | Cliff & WAR |
|---|---|---|---|---|
| LangGraph Checkpointer & Cross-Thread Store LangChain |
memory_behavior_policies |
EMPIRICAL_LEADER PARETO | Exec: 94 · Fit: 93 · Wave: 93.32 | Cliff: 91% · WAR: +0.25 |
| Zep / Graphiti Zep |
memory_behavior_policies |
EMPIRICAL_LEADER | Exec: 91 · Fit: 91 · Wave: 91.7 | Cliff: 86% · WAR: +0.25 |
| Letta (MemGPT) Letta |
memory_behavior_policies |
EMPIRICAL_LEADER | Exec: 87 · Fit: 89 · Wave: 89.7 | Cliff: 82% · WAR: +0.22 |
| Mem0 Mem0 |
memory_behavior_policies |
EMPIRICAL_LEADER | Exec: 88 · Fit: 82 · Wave: 89.3 | Cliff: 82% · WAR: +0.2 |
| Cognee ECL Graph Memory Cognee |
memory_behavior_policies |
OPERATIONAL_WORKHORSE | Exec: 86 · Fit: 81 · Wave: 87.9 | Cliff: 84% · WAR: +0.18 |