5 EVALUATION LENSES EXACT PARETO FRONTIER (8)

5-Lens Empirical Quadrants & Non-Dominated Pareto Frontier

All 17 Facets (10) 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
Google Gemini 2.5 Flash Google	`llm_frontier_cloud`	EMPIRICAL_LEADER PARETO	Exec: 95 · Fit: 92 · Wave: 85.41	Cliff: 84% · WAR: +0.22
OpenAI GPT-4.1 mini OpenAI	`llm_frontier_cloud`	EMPIRICAL_LEADER PARETO	Exec: 95 · Fit: 92 · Wave: 85.14	Cliff: 84% · WAR: +0.23
Anthropic Claude Haiku 4.5 Anthropic	`llm_frontier_cloud`	EMPIRICAL_LEADER	Exec: 95 · Fit: 92 · Wave: 84.75	Cliff: 84% · WAR: +0.22
Mistral Large 2 Mistral AI	`llm_frontier_cloud`	OPERATIONAL_WORKHORSE PARETO	Exec: 88 · Fit: 81 · Wave: 84.1	Cliff: 78% · WAR: +0.17
Anthropic Claude Sonnet 4.6 Anthropic	`llm_frontier_cloud`	EMPIRICAL_LEADER PARETO	Exec: 94 · Fit: 91 · Wave: 84.08	Cliff: 84% · WAR: +0.27
Google Gemini 2.5 Pro Google	`llm_frontier_cloud`	EMPIRICAL_LEADER PARETO	Exec: 92 · Fit: 91 · Wave: 83.58	Cliff: 84% · WAR: +0.26
Cohere Command A Cohere	`llm_frontier_cloud`	EMPIRICAL_LEADER PARETO	Exec: 90 · Fit: 91 · Wave: 83.39	Cliff: 86% · WAR: +0.19
OpenAI GPT-5 OpenAI	`llm_frontier_cloud`	OPERATIONAL_WORKHORSE	Exec: 91 · Fit: 81 · Wave: 78.73	Cliff: 78% · WAR: +0.24
Anthropic Claude Opus 4.6 Anthropic	`llm_frontier_cloud`	EMPIRICAL_LEADER PARETO	Exec: 93 · Fit: 91 · Wave: 78.41	Cliff: 84% · WAR: +0.29
OpenAI o3 OpenAI	`llm_frontier_cloud`	OPERATIONAL_WORKHORSE PARETO	Exec: 89 · Fit: 81 · Wave: 77.17	Cliff: 80% · WAR: +0.26