5 EVALUATION LENSES EXACT PARETO FRONTIER (3)

5-Lens Empirical Quadrants & Non-Dominated Pareto Frontier

All 17 Facets (12) 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
SGLang RadixAttention Runtime LMSYS	`llm_open_weights_cloud`	EMPIRICAL_LEADER PARETO	Exec: 95 · Fit: 94 · Wave: 93.88	Cliff: 91% · WAR: +0.27
vLLM PagedAttention Engine vLLM Project	`llm_open_weights_cloud`	EMPIRICAL_LEADER	Exec: 95 · Fit: 94 · Wave: 93.56	Cliff: 91% · WAR: +0.25
Hugging Face Hub & TGI Hugging Face	`llm_open_weights_cloud`	EMPIRICAL_LEADER PARETO	Exec: 92 · Fit: 92 · Wave: 93.43	Cliff: 89% · WAR: +0.2
Hugging Face Text Generation Inference Hugging Face	`llm_open_weights_cloud`	EMPIRICAL_LEADER	Exec: 93 · Fit: 93 · Wave: 92.44	Cliff: 91% · WAR: +0.21
Ollama Cloud Inference Service Ollama	`llm_open_weights_cloud`	EMPIRICAL_LEADER PARETO	Exec: 94 · Fit: 94 · Wave: 92.08	Cliff: 93% · WAR: +0.22
Muse-Spark-Open (Ollama Cloud) Meta / Ollama Cloud	`llm_open_weights_cloud`	EMPIRICAL_LEADER	Exec: 93 · Fit: 92 · Wave: 90.9	Cliff: 86% · WAR: +0.24
GLM-5.3-Flash (Ollama Cloud) Zhipu / Ollama Cloud	`llm_open_weights_cloud`	EMPIRICAL_LEADER	Exec: 94 · Fit: 92 · Wave: 90.5	Cliff: 86% · WAR: +0.23
Qwen3-235B-A22B Alibaba Qwen	`llm_open_weights_cloud`	OPERATIONAL_WORKHORSE	Exec: 89 · Fit: 81 · Wave: 89.83	Cliff: 80% · WAR: +0.21
DeepSeek-R1 DeepSeek	`llm_open_weights_cloud`	OPERATIONAL_WORKHORSE	Exec: 86 · Fit: 80 · Wave: 88.96	Cliff: 78% · WAR: +0.22
Mistral Codestral 25.01 Mistral AI	`llm_open_weights_cloud`	EMPIRICAL_LEADER	Exec: 92 · Fit: 91 · Wave: 88.56	Cliff: 86% · WAR: +0.22
Meta Llama 4 Maverick Meta	`llm_open_weights_cloud`	EMPIRICAL_LEADER	Exec: 90 · Fit: 82 · Wave: 87.44	Cliff: 80% · WAR: +0.21
Meta Llama 3.3 70B Instruct Meta	`llm_open_weights_cloud`	OPERATIONAL_WORKHORSE	Exec: 89 · Fit: 81 · Wave: 86.08	Cliff: 80% · WAR: +0.16