5 EVALUATION LENSES EXACT PARETO FRONTIER (2)

5-Lens Empirical Quadrants & Non-Dominated Pareto Frontier

All 17 Facets (15) 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
TigerBeetle TigerBeetle	`vector_and_transactional_storage`	EMPIRICAL_LEADER PARETO	Exec: 99 · Fit: 96 · Wave: 96.74	Cliff: 98% · WAR: +0.33
PostgreSQL + pgvector / pgvectorscale PostgreSQL / Timescale	`vector_and_transactional_storage`	EMPIRICAL_LEADER PARETO	Exec: 97 · Fit: 95 · Wave: 96.04	Cliff: 95% · WAR: +0.32
DuckDB + VSS / Parquet DuckDB Labs	`vector_and_transactional_storage`	EMPIRICAL_LEADER	Exec: 98 · Fit: 95 · Wave: 95.96	Cliff: 95% · WAR: +0.32
Qdrant Qdrant	`vector_and_transactional_storage`	EMPIRICAL_LEADER	Exec: 96 · Fit: 95 · Wave: 95.48	Cliff: 95% · WAR: +0.29
LanceDB (Columnar Lance Format) LanceDB	`vector_and_transactional_storage`	EMPIRICAL_LEADER	Exec: 96 · Fit: 95 · Wave: 95.16	Cliff: 95% · WAR: +0.3
sqlite-vec Alex Garcia	`vector_and_transactional_storage`	EMPIRICAL_LEADER	Exec: 98 · Fit: 96 · Wave: 93.9	Cliff: 96% · WAR: +0.27
Weaviate Weaviate	`vector_and_transactional_storage`	EMPIRICAL_LEADER	Exec: 93 · Fit: 93 · Wave: 93.44	Cliff: 93% · WAR: +0.24
Milvus Zilliz / LF AI	`vector_and_transactional_storage`	EMPIRICAL_LEADER	Exec: 91 · Fit: 93 · Wave: 92.92	Cliff: 91% · WAR: +0.23
Elasticsearch Vector & BM25 Elastic	`vector_and_transactional_storage`	EMPIRICAL_LEADER	Exec: 94 · Fit: 94 · Wave: 92.04	Cliff: 93% · WAR: +0.26
Redis / RediSearch Vector Redis	`vector_and_transactional_storage`	EMPIRICAL_LEADER	Exec: 96 · Fit: 94 · Wave: 91.56	Cliff: 93% · WAR: +0.25
Neo4j Graph + Vector Neo4j	`vector_and_transactional_storage`	EMPIRICAL_LEADER	Exec: 92 · Fit: 93 · Wave: 90.56	Cliff: 91% · WAR: +0.24
MongoDB Atlas Vector Search MongoDB	`vector_and_transactional_storage`	EMPIRICAL_LEADER	Exec: 93 · Fit: 93 · Wave: 90.52	Cliff: 93% · WAR: +0.21
Chroma Chroma	`vector_and_transactional_storage`	EMPIRICAL_LEADER	Exec: 90 · Fit: 92 · Wave: 90.08	Cliff: 89% · WAR: +0.2
Cloudflare D1 (Version-Fenced SQLite) Cloudflare	`vector_and_transactional_storage`	EMPIRICAL_LEADER	Exec: 97 · Fit: 95 · Wave: 89.12	Cliff: 95% · WAR: +0.3
Pinecone Serverless Pinecone	`vector_and_transactional_storage`	EMPIRICAL_LEADER	Exec: 95 · Fit: 94 · Wave: 87.96	Cliff: 93% · WAR: +0.23