5 EVALUATION LENSES EXACT PARETO FRONTIER (2)

5-Lens Empirical Quadrants & Non-Dominated Pareto Frontier

All 17 Facets (6) 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
UK AISI Inspect UK AI Security Institute	`evaluation_and_regression_testing`	EMPIRICAL_LEADER PARETO	Exec: 95 · Fit: 94 · Wave: 95.2	Cliff: 93% · WAR: +0.31
EleutherAI lm-evaluation-harness EleutherAI	`evaluation_and_regression_testing`	EMPIRICAL_LEADER	Exec: 95 · Fit: 94 · Wave: 94.88	Cliff: 93% · WAR: +0.28
Promptfoo Promptfoo	`evaluation_and_regression_testing`	EMPIRICAL_LEADER PARETO	Exec: 96 · Fit: 94 · Wave: 94.76	Cliff: 91% · WAR: +0.3
DeepEval Confident AI	`evaluation_and_regression_testing`	EMPIRICAL_LEADER	Exec: 92 · Fit: 92 · Wave: 92.16	Cliff: 89% · WAR: +0.25
Ragas Exploding Gradients	`evaluation_and_regression_testing`	EMPIRICAL_LEADER	Exec: 92 · Fit: 92 · Wave: 92.12	Cliff: 87% · WAR: +0.26
TruLens Snowflake / TruEra	`evaluation_and_regression_testing`	EMPIRICAL_LEADER	Exec: 90 · Fit: 92 · Wave: 91.04	Cliff: 89% · WAR: +0.21