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 |
|---|---|---|---|---|
| Meta SAM 2.1 Meta |
multimodal_vision_audio_3d |
EMPIRICAL_LEADER PARETO | Exec: 95 · Fit: 93 · Wave: 93.84 | Cliff: 89% · WAR: +0.27 |
| faster-whisper (CTranslate2 INT8) SYSTRAN |
multimodal_vision_audio_3d |
EMPIRICAL_LEADER PARETO | Exec: 96 · Fit: 94 · Wave: 93.8 | Cliff: 91% · WAR: +0.26 |
| Whisper Large v3 Turbo OpenAI |
multimodal_vision_audio_3d |
EMPIRICAL_LEADER PARETO | Exec: 96 · Fit: 93 · Wave: 93.4 | Cliff: 87% · WAR: +0.26 |
| IBM Docling IBM |
multimodal_vision_audio_3d |
EMPIRICAL_LEADER | Exec: 95 · Fit: 94 · Wave: 93.24 | Cliff: 91% · WAR: +0.25 |
| Kokoro-82M TTS hexgrad |
multimodal_vision_audio_3d |
EMPIRICAL_LEADER PARETO | Exec: 97 · Fit: 94 · Wave: 93.08 | Cliff: 91% · WAR: +0.25 |
| ColPali Visual Document Retriever Illuin / Hugging Face |
multimodal_vision_audio_3d |
EMPIRICAL_LEADER | Exec: 92 · Fit: 92 · Wave: 92.8 | Cliff: 89% · WAR: +0.27 |
| Qwen2.5-VL-7B-Instruct Alibaba Qwen |
multimodal_vision_audio_3d |
EMPIRICAL_LEADER | Exec: 92 · Fit: 91 · Wave: 91.94 | Cliff: 86% · WAR: +0.26 |
| FLUX.1-schnell Black Forest Labs |
multimodal_vision_audio_3d |
EMPIRICAL_LEADER | Exec: 94 · Fit: 92 · Wave: 91.06 | Cliff: 86% · WAR: +0.24 |
| Microsoft TRELLIS 3D Microsoft |
multimodal_vision_audio_3d |
EMPIRICAL_LEADER | Exec: 88 · Fit: 90 · Wave: 88.95 | Cliff: 82% · WAR: +0.22 |
| FLUX.1-dev Black Forest Labs |
multimodal_vision_audio_3d |
EMPIRICAL_LEADER | Exec: 88 · Fit: 82 · Wave: 87.39 | Cliff: 84% · WAR: +0.22 |
| Tencent Hunyuan3D-2 Tencent |
multimodal_vision_audio_3d |
OPERATIONAL_WORKHORSE | Exec: 86 · Fit: 81 · Wave: 85.41 | Cliff: 80% · WAR: +0.19 |
| Stable Diffusion 3.5 Large Stability AI |
multimodal_vision_audio_3d |
OPERATIONAL_WORKHORSE | Exec: 87 · Fit: 81 · Wave: 85.33 | Cliff: 82% · WAR: +0.17 |