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5 EVALUATION LENSES EXACT PARETO FRONTIER (2)

5-Lens Empirical Quadrants & Non-Dominated Pareto Frontier

All 17 Facets (11) 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
ARCHITECTURAL VANGUARDSEMPIRICAL LEADERS SCOPED SPECIALISTSOPERATIONAL WORKHORSES X: Verified Execution Reliability (0..100)Bytecode Alliance SLSA Build ProvenaSPIFFE / SPIRE WorSoftware Heritage C2PA Content CredeE2B Firecracker CoDaytona Isolated DMesa Agent-Based MGoogle DeepMind CoDyLAN (Dynamic LLMGPTSwarm
ComponentFacetQuadrant & FrontierLens ScoresCliff & WAR
Bytecode Alliance Wasmtime (Component Model)
Bytecode Alliance
team_simulation_provenance EMPIRICAL_LEADER PARETO Exec: 99 · Fit: 96 · Wave: 96.7 Cliff: 96% · WAR: +0.33
SLSA Build Provenance v1.1
OpenSSF
team_simulation_provenance EMPIRICAL_LEADER Exec: 98 · Fit: 96 · Wave: 96.46 Cliff: 96% · WAR: +0.29
SPIFFE / SPIRE Workload Identity
CNCF
team_simulation_provenance EMPIRICAL_LEADER Exec: 97 · Fit: 95 · Wave: 95.72 Cliff: 95% · WAR: +0.29
Software Heritage SWHID v1
Software Heritage / ISO 18670
team_simulation_provenance EMPIRICAL_LEADER PARETO Exec: 99 · Fit: 96 · Wave: 95.6 Cliff: 99% · WAR: +0.34
C2PA Content Credentials
C2PA Coalition
team_simulation_provenance EMPIRICAL_LEADER Exec: 95 · Fit: 94 · Wave: 94.28 Cliff: 95% · WAR: +0.24
E2B Firecracker Code Sandboxes
E2B
team_simulation_provenance EMPIRICAL_LEADER Exec: 95 · Fit: 94 · Wave: 94.24 Cliff: 93% · WAR: +0.28
Daytona Isolated Dev Environments
Daytona
team_simulation_provenance EMPIRICAL_LEADER Exec: 93 · Fit: 93 · Wave: 93.12 Cliff: 93% · WAR: +0.25
Mesa Agent-Based Modeling
Project Mesa
team_simulation_provenance EMPIRICAL_LEADER Exec: 94 · Fit: 94 · Wave: 92.72 Cliff: 93% · WAR: +0.23
Google DeepMind Concordia
Google DeepMind
team_simulation_provenance EMPIRICAL_LEADER Exec: 86 · Fit: 89 · Wave: 89.13 Cliff: 82% · WAR: +0.22
DyLAN (Dynamic LLM-Agent Network)
THUNLP
team_simulation_provenance OPERATIONAL_WORKHORSE Exec: 83 · Fit: 80 · Wave: 87.14 Cliff: 82% · WAR: +0.2
GPTSwarm
GPTSwarm Authors
team_simulation_provenance OPERATIONAL_WORKHORSE Exec: 82 · Fit: 79 · Wave: 86.5 Cliff: 78% · WAR: +0.19