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hub-dollars / family-membership.json
Publish Hub Dollars V2: sourced estimates and data visualizations
dc570a9 verified 22 days ago
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{
  "Step 5 Preview": {
    "family": "Step 5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "DeepSeek V4.1 Flash": {
    "family": "DeepSeek V4.1 Flash",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "GLM-5.3-Flash": {
    "family": "GLM 5 / 5.x",
    "status": "unpriced_or_allowance_only",
    "note": "Full ancestry and incremental training unknown"
  },
  "GLM-5.3": {
    "family": "GLM 5 / 5.x",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen 3.8 27B": {
    "family": "Qwen 3.5",
    "status": "possible_shared_base_increment_unpriced",
    "note": "Sampled weight similarity supports shared ancestry; extra training budget unknown. No second full base budget."
  },
  "Nemotron 3.5 Lightning": {
    "family": "Nemotron 3 / 3.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen3.8-2.4T-A95B": {
    "family": "Qwen 3.8",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "DeepSeek V4 Flash 0731": {
    "family": "DeepSeek V4 Pro + Flash",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "K-EXAONE 2.0": {
    "family": "K-EXAONE 1 / 2",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Inkling-Small": {
    "family": "Inkling / Small",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen3.7 Flash": {
    "family": "Qwen 3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen 3.8 Max": {
    "family": "Qwen 3.8",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Kimi K3": {
    "family": "Kimi K3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Inkling": {
    "family": "Inkling / Small",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "LongCat-2.0": {
    "family": "LongCat Flash + 2.0",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Solar Open2 250B": {
    "family": "Solar Open 100B / Open2 250B",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "GLM-5.2": {
    "family": "GLM 5 / 5.x",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Kimi K2.7 Code": {
    "family": "Kimi K2 / K2.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Nemotron 3 Ultra": {
    "family": "Nemotron 3 / 3.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Gemma 4 12B": {
    "family": "Gemma 4",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen3.7-Plus": {
    "family": "Qwen 3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "MiniMax-M3": {
    "family": "MiniMax M2 / M3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen3.7-Max": {
    "family": "Qwen 3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Mistral Medium 3.5": {
    "family": "Mistral Medium 3.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "DeepSeek-V4-Pro": {
    "family": "DeepSeek V4 Pro + Flash",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "DeepSeek-V4-Flash": {
    "family": "DeepSeek V4 Pro + Flash",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "MiMo-V2.5-Pro": {
    "family": "MiMo 7B / V2 Flash / V2.5 Pro",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen3.6 27B": {
    "family": "Qwen 3.5",
    "status": "possible_shared_base_increment_unpriced",
    "note": "Sampled weight similarity supports shared ancestry; extra training budget unknown. No second full base budget."
  },
  "Ling-2.6-flash": {
    "family": "Ling 1T / 2.6",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen 3.6-27B": {
    "family": "Qwen 3.5",
    "status": "possible_shared_base_increment_unpriced",
    "note": "Sampled weight similarity supports shared ancestry; extra training budget unknown. No second full base budget."
  },
  "Kimi K2.6": {
    "family": "Kimi K2 / K2.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "GLM-5.1": {
    "family": "GLM 5 / 5.x",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Gemma 4 31B IT": {
    "family": "Gemma 4",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Gemma 4 26B A4B": {
    "family": "Gemma 4",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen 3.6 Plus": {
    "family": "Qwen 3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen3.5-Omni-Plus": {
    "family": "Qwen 3.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen3.5-Omni-Flash": {
    "family": "Qwen 3.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "MiniMax-M2.7": {
    "family": "MiniMax M2 / M3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "MiMo-V2-Pro": {
    "family": "MiMo 7B / V2 Flash / V2.5 Pro",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "MiMo-V2-Omni": {
    "family": "MiMo 7B / V2 Flash / V2.5 Pro",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Nemotron 3 Super": {
    "family": "Nemotron 3 / 3.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen 3.5 Flash (hosted 35B-A3B)": {
    "family": "Qwen 3.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen3.5-122B-A10B": {
    "family": "Qwen 3.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen3.5-27B": {
    "family": "Qwen 3.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen3.5-9B": {
    "family": "Qwen 3.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen3.5-4B": {
    "family": "Qwen 3.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen3.5-2B": {
    "family": "Qwen 3.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen3.5-0.8B": {
    "family": "Qwen 3.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen3.5-35B-A3B": {
    "family": "Qwen 3.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Arcee Trinity Large": {
    "family": "Trinity Large",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen 3.5 Plus (hosted 397B-A17B)": {
    "family": "Qwen 3.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen3.5 397B-A17B": {
    "family": "Qwen 3.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "GLM-5": {
    "family": "GLM 5 / 5.x",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "MiniMax-M2.5": {
    "family": "MiniMax M2 / M3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Kimi K2.5": {
    "family": "Kimi K2 / K2.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen3-Coder-Next": {
    "family": "Qwen 3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen3-Max-Thinking": {
    "family": "Qwen 3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "GLM 4.7 Flash": {
    "family": "GLM 4.5 / Air",
    "status": "unpriced_or_allowance_only",
    "note": "Full ancestry and incremental training unknown"
  },
  "Solar Open 100B": {
    "family": "Solar Open 100B / Open2 250B",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "K-EXAONE": {
    "family": "K-EXAONE 1 / 2",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "MiniMax-M2.1": {
    "family": "MiniMax M2 / M3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "GLM-4.7": {
    "family": "GLM 4.5 / Air",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "MiMo-V2-Flash": {
    "family": "MiMo 7B / V2 Flash / V2.5 Pro",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Nemotron 3-Nano-30B-A3B": {
    "family": "Nemotron 3 / 3.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "DeepSeek-V3.2": {
    "family": "DeepSeek V3 / R1 / V3.x",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "FLUX.2": {
    "family": "FLUX 1 / 2",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Kimi K2 Thinking": {
    "family": "Kimi K2 / K2.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "MiniMax-M2": {
    "family": "MiniMax M2 / M3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Llama 4 Scout + ScaleRL": {
    "family": "Llama 4 Scout + Maverick",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Ling-1T": {
    "family": "Ling 1T / 2.6",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "GLM-4.6": {
    "family": "GLM 4.5 / Air",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "DeepSeek-V3.2-Exp": {
    "family": "DeepSeek V3 / R1 / V3.x",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "DeepSeek-V3.1-Terminus": {
    "family": "DeepSeek V3 / R1 / V3.x",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen3-Omni-Flash": {
    "family": "Qwen 3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen3-Omni-30B-A3B": {
    "family": "Qwen 3",
    "status": "unpriced_or_allowance_only",
    "note": "Distinct multimodal development absent from explicit V1 arithmetic"
  },
  "Qwen3-Next-80B-A3B": {
    "family": "Qwen 3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen3-Max": {
    "family": "Qwen 3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Apertus 8B": {
    "family": "Apertus 8B / 70B",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Apertus 70B": {
    "family": "Apertus 8B / 70B",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "LongCat-Flash": {
    "family": "LongCat Flash + 2.0",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Wan 2.2 14B S2V": {
    "family": "Wan 2.1 / 2.2",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "DeepSeek-V3.1": {
    "family": "DeepSeek V3 / R1 / V3.x",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "GLM-4.5V": {
    "family": "GLM 4.5 / Air",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Gemma 3 270M": {
    "family": "Gemma 3",
    "status": "unpriced_or_allowance_only",
    "note": "Not one of four explicitly costed Gemma3 sizes"
  },
  "gpt-oss-120b": {
    "family": "gpt-oss 120B / 20B",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "gpt-oss-20b": {
    "family": "gpt-oss 120B / 20B",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen3-30B-A3B (Jul 2025)": {
    "family": "Qwen 3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "GLM-4.5": {
    "family": "GLM 4.5 / Air",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Wan 2.2 14B T2V": {
    "family": "Wan 2.1 / 2.2",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Wan 2.2 14B I2V": {
    "family": "Wan 2.1 / 2.2",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "GLM-4.5-Air": {
    "family": "GLM 4.5 / Air",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen3-235B-A22B-Thinking (Jul 2025)": {
    "family": "Qwen 3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen3-235B-A22B (Jul 2025)": {
    "family": "Qwen 3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen3-Coder-480B-A35B": {
    "family": "Qwen 3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "OpenReasoning-Nemotron-32B": {
    "family": "Nemotron 3 / 3.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Kimi K2": {
    "family": "Kimi K2 / K2.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "ERNIE-4.5-VL-28B-A3B": {
    "family": "ERNIE 4.5 text / VL",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "ERNIE-4.5-300B-A47B": {
    "family": "ERNIE 4.5 text / VL",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "ERNIE-4.5-21B-A3B": {
    "family": "ERNIE 4.5 text / VL",
    "status": "unpriced_or_allowance_only",
    "note": "Not explicit in47B scenario"
  },
  "ERNIE-4.5-0.3B": {
    "family": "ERNIE 4.5 text / VL",
    "status": "unpriced_or_allowance_only",
    "note": "Not explicit in47B scenario"
  },
  "FLUX.1 Kontext [dev]": {
    "family": "FLUX 1 / 2",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "MiniMax-M1-80k": {
    "family": "MiniMax Text-01 / M1",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "MiniMax-M1-40k": {
    "family": "MiniMax Text-01 / M1",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "MiMo-7B-Base": {
    "family": "MiMo 7B / V2 Flash / V2.5 Pro",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen3 Embedding": {
    "family": "Qwen 3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen3 Reranker": {
    "family": "Qwen 3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "MiMo-VL-7B-SFT": {
    "family": "MiMo 7B / V2 Flash / V2.5 Pro",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "MiMoâVLâ7BâRL": {
    "family": "MiMo 7B / V2 Flash / V2.5 Pro",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "FLUX.1 Kontext [pro]": {
    "family": "FLUX 1 / 2",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "FLUX.1 Kontext [max]": {
    "family": "FLUX 1 / 2",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "DeepSeek-R1 (May 2025)": {
    "family": "DeepSeek V3 / R1 / V3.x",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Gemma 3n": {
    "family": "Gemma 3",
    "status": "unpriced_or_allowance_only",
    "note": "Different family not individually costed"
  },
  "Hunyuan T1-Vision": {
    "family": "Hunyuan Large / Hy3 / Hy4",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Phi-4-Reasoning": {
    "family": "Phi 4",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Phi-4-Reasoning-plus": {
    "family": "Phi 4",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen3-235B-A22B": {
    "family": "Qwen 3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen3-30B-A3B": {
    "family": "Qwen 3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen3-32B": {
    "family": "Qwen 3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen3-14B": {
    "family": "Qwen 3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen3-8B": {
    "family": "Qwen 3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen3-4B": {
    "family": "Qwen 3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen3-1.7B": {
    "family": "Qwen 3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen3-0.6B": {
    "family": "Qwen 3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Gemma 3 QAT 4B": {
    "family": "Gemma 3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Gemma 3 QAT 1B": {
    "family": "Gemma 3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Gemma 3 QAT 12B": {
    "family": "Gemma 3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Gemma 3 QAT 27B": {
    "family": "Gemma 3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Nemotron-H 8B": {
    "family": "Nemotron 4 / H",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Nemotron-H 47B": {
    "family": "Nemotron 4 / H",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Nemotron-H 56B": {
    "family": "Nemotron 4 / H",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Llama 4 Scout": {
    "family": "Llama 4 Scout + Maverick",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Llama 4 Maverick": {
    "family": "Llama 4 Scout + Maverick",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Llama 4 Behemoth (preview)": {
    "family": "Llama 4 Scout + Maverick",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen2.5-Omni 7B": {
    "family": "Qwen 2.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen2.5-Omni 3B": {
    "family": "Qwen 2.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "DeepSeek-V3 (Mar 2025)": {
    "family": "DeepSeek V3 / R1 / V3.x",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "ERNIE-4.5-VL-424B-A47B (æå¿å¤§æ¨¡å4.5)": {
    "family": "ERNIE 4.5 text / VL",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "OLMo 2 32B": {
    "family": "OLMo 2",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Gemma 3 27B": {
    "family": "Gemma 3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Gemma 3 12B": {
    "family": "Gemma 3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Gemma 3 4B": {
    "family": "Gemma 3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Gemma 3 1B": {
    "family": "Gemma 3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Hunyuan-TurboS": {
    "family": "Hunyuan Large / Hy3 / Hy4",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Phi-4 Mini": {
    "family": "Phi 4",
    "status": "unpriced_or_allowance_only",
    "note": "Not in14B×9.8T arithmetic"
  },
  "Phi-4-Multimodal": {
    "family": "Phi 4",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Wan 2.1 14B I2V": {
    "family": "Wan 2.1 / 2.2",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Step-Video-T2V": {
    "family": "Step Video",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen2.5-VL-72B": {
    "family": "Qwen 2.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen2.5-VL-7B": {
    "family": "Qwen 2.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen2.5-VL-3B": {
    "family": "Qwen 2.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen2.5-Max": {
    "family": "Qwen 2.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "DeepSeek-R1-Distill-Llama-70B": {
    "family": "DeepSeek V3 / R1 / V3.x",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "DeepSeek-R1-Distill-Qwen-14B": {
    "family": "DeepSeek V3 / R1 / V3.x",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "DeepSeek-R1-Distill-Qwen-1.5B": {
    "family": "DeepSeek V3 / R1 / V3.x",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "DeepSeek-R1-Distill-Llama-8B": {
    "family": "DeepSeek V3 / R1 / V3.x",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "DeepSeek-R1-Distill-Qwen-32B": {
    "family": "DeepSeek V3 / R1 / V3.x",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "DeepSeek-R1-Distill-Qwen-7B": {
    "family": "DeepSeek V3 / R1 / V3.x",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Hunyuan3D 2.0": {
    "family": "Hunyuan Large / Hy3 / Hy4",
    "status": "unpriced_or_allowance_only",
    "note": "Different modality, not Hunyuan Large or Hy4"
  },
  "DeepSeek-R1": {
    "family": "DeepSeek V3 / R1 / V3.x",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "DeepSeek-R1-Zero": {
    "family": "DeepSeek V3 / R1 / V3.x",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "MiniMax-Text-01": {
    "family": "MiniMax Text-01 / M1",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "MiniMax-VL-01": {
    "family": "MiniMax Text-01 / M1",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "OLMo 2 Furious 7B": {
    "family": "OLMo 2",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "OLMo 2 Furious 13B": {
    "family": "OLMo 2",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "DeepSeek-V3": {
    "family": "DeepSeek V3 / R1 / V3.x",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Llama 3.1 Typhoon 2 70B": {
    "family": "Llama 3 / 3.1 / 3.2 / 3.3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Llama 3.1 Typhoon 2 8B": {
    "family": "Llama 3 / 3.1 / 3.2 / 3.3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "LLama 3.2 Typhoon 2 3B": {
    "family": "Llama 3 / 3.1 / 3.2 / 3.3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "LLama 3..2 Typhoon 2 1B": {
    "family": "Llama 3 / 3.1 / 3.2 / 3.3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Granite 3.1 2B": {
    "family": "Granite 3 dense",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Granite 3.1 8B": {
    "family": "Granite 3 dense",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Phi-4": {
    "family": "Phi 4",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Llama 3.3 70B": {
    "family": "Llama 3 / 3.1 / 3.2 / 3.3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Hunyuan Video": {
    "family": "Hunyuan Large / Hy3 / Hy4",
    "status": "unpriced_or_allowance_only",
    "note": "Different modality, not Hunyuan Large or Hy4"
  },
  "DeepSeek-R1-Lite-Preview": {
    "family": "DeepSeek V3 / R1 / V3.x",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen2.5-Turbo": {
    "family": "Qwen 2.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen2.5-Coder (32B)": {
    "family": "Qwen 2.5",
    "status": "unpriced_or_allowance_only",
    "note": "Generic allowance only; separate ancestry/budget unresolved"
  },
  "TeleChat2-7B": {
    "family": "TeleChat 1 / 2",
    "status": "unpriced_or_allowance_only",
    "note": "Generic family allowance only"
  },
  "TeleChat2-3B": {
    "family": "TeleChat 1 / 2",
    "status": "unpriced_or_allowance_only",
    "note": "Generic family allowance only"
  },
  "Hunyuan-Large": {
    "family": "Hunyuan Large / Hy3 / Hy4",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "FLUX1.1 [pro] Ultra": {
    "family": "FLUX 1 / 2",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "FLUX1.1 [pro] Raw": {
    "family": "FLUX 1 / 2",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Stable Diffusion 3.5 Medium": {
    "family": "Stable Diffusion 1 / 2 / XL / 3 / 3.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Stable Diffusion 3.5 Large": {
    "family": "Stable Diffusion 1 / 2 / XL / 3 / 3.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Stable Diffusion 3.5 Large Turbo": {
    "family": "Stable Diffusion 1 / 2 / XL / 3 / 3.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Granite 3.0 8B": {
    "family": "Granite 3 dense",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Granite 3.0 2B": {
    "family": "Granite 3 dense",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "TeleChat2-35B": {
    "family": "TeleChat 1 / 2",
    "status": "unpriced_or_allowance_only",
    "note": "Generic family allowance only"
  },
  "Llama 3.2 11B": {
    "family": "Llama 3 / 3.1 / 3.2 / 3.3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Llama 3.2 90B": {
    "family": "Llama 3 / 3.1 / 3.2 / 3.3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Llama 3.2 1B": {
    "family": "Llama 3 / 3.1 / 3.2 / 3.3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Llama 3.2 3B": {
    "family": "Llama 3 / 3.1 / 3.2 / 3.3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Telechat2-115B": {
    "family": "TeleChat 1 / 2",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen2.5-72B": {
    "family": "Qwen 2.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen2.5 Instruct (7B)": {
    "family": "Qwen 2.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen2.5 Instruct (72B)": {
    "family": "Qwen 2.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen2.5-3B": {
    "family": "Qwen 2.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen2.5-7B": {
    "family": "Qwen 2.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen2.5-1.5B": {
    "family": "Qwen 2.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen2.5-14B": {
    "family": "Qwen 2.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen2.5-Math-7B-Base": {
    "family": "Qwen 2.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen2.5 Instruct (32B)": {
    "family": "Qwen 2.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen2.5-Math-1.5B": {
    "family": "Qwen 2.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Qwen2.5-Coder (7B)": {
    "family": "Qwen 2.5",
    "status": "unpriced_or_allowance_only",
    "note": "Generic allowance only; separate ancestry/budget unresolved"
  },
  "Qwen2.5-Coder (1.5B)": {
    "family": "Qwen 2.5",
    "status": "unpriced_or_allowance_only",
    "note": "Generic allowance only; separate ancestry/budget unresolved"
  },
  "Qwen2.5-32B": {
    "family": "Qwen 2.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "DeepSeek-V2.5": {
    "family": "DeepSeek V2",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Hunyuan Turbo": {
    "family": "Hunyuan Large / Hy3 / Hy4",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Flux.1 [pro]": {
    "family": "FLUX 1 / 2",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Flux.1 [dev]": {
    "family": "FLUX 1 / 2",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Llama 3.1-405B": {
    "family": "Llama 3 / 3.1 / 3.2 / 3.3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Llama 3.1-70B": {
    "family": "Llama 3 / 3.1 / 3.2 / 3.3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Llama 3.1-8B": {
    "family": "Llama 3 / 3.1 / 3.2 / 3.3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Gemma 2 9B": {
    "family": "Gemma 2",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Gemma 2 27B": {
    "family": "Gemma 2",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Gemma 2 2B": {
    "family": "Gemma 2",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Nemotron-4 340B": {
    "family": "Nemotron 4 / H",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Stable Diffusion 3 Medium": {
    "family": "Stable Diffusion 1 / 2 / XL / 3 / 3.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Hunyuan-DiT": {
    "family": "Hunyuan Large / Hy3 / Hy4",
    "status": "unpriced_or_allowance_only",
    "note": "Different modality, not Hunyuan Large or Hy4"
  },
  "DeepSeek-V2 (MoE-236B)": {
    "family": "DeepSeek V2",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Llama 3-TAIDE-LX-8B-Chat-Alpha1": {
    "family": "Llama 3 / 3.1 / 3.2 / 3.3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Llama 3-70B": {
    "family": "Llama 3 / 3.1 / 3.2 / 3.3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Llama 3-8B": {
    "family": "Llama 3 / 3.1 / 3.2 / 3.3",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Mixtral 8x22B": {
    "family": "Mixtral 8x7B / 8x22B",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Command R+": {
    "family": "Command R / R+",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "TeleChat-7B": {
    "family": "TeleChat 1 / 2",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "TeleChat-3B": {
    "family": "TeleChat 1 / 2",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "TeleChat-12B": {
    "family": "TeleChat 1 / 2",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Grok-1.5": {
    "family": "Grok 1",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Grok-1.5V": {
    "family": "Grok 1",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "DBRX": {
    "family": "DBRX",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Command R": {
    "family": "Command R / R+",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Nemotron-4 15B": {
    "family": "Nemotron 4 / H",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "SDXL-Lightning": {
    "family": "Stable Diffusion 1 / 2 / XL / 3 / 3.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Stable Diffusion 3": {
    "family": "Stable Diffusion 1 / 2 / XL / 3 / 3.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Gemma 2B": {
    "family": "Gemma 2",
    "status": "unpriced_or_allowance_only",
    "note": "First-generation Gemma, not Gemma2"
  },
  "Mixtral 8x7B": {
    "family": "Mixtral 8x7B / 8x22B",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Nemotron-3-8B": {
    "family": "Nemotron 3 / 3.5",
    "status": "unpriced_or_allowance_only",
    "note": "2023 model, not Nemotron3 2025/2026"
  },
  "Stable Diffusion 1.6": {
    "family": "Stable Diffusion 1 / 2 / XL / 3 / 3.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Whisper v3": {
    "family": "Whisper",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Grok-1": {
    "family": "Grok 1",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Hunyuan": {
    "family": "Hunyuan Large / Hy3 / Hy4",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Falcon-180B": {
    "family": "Falcon 7B / 40B / 180B",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Llama 2-70B": {
    "family": "Llama 2",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Llama 2-34B": {
    "family": "Llama 2",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Llama 2-7B": {
    "family": "Llama 2",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Llama 2-13B": {
    "family": "Llama 2",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "TeleChat": {
    "family": "TeleChat 1 / 2",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Stable Diffusion XL (SDXL)": {
    "family": "Stable Diffusion 1 / 2 / XL / 3 / 3.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Falcon-7B": {
    "family": "Falcon 7B / 40B / 180B",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "BloombergGPT": {
    "family": "BLOOM",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Falcon-40B": {
    "family": "Falcon 7B / 40B / 180B",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Stable Diffusion 2.1": {
    "family": "Stable Diffusion 1 / 2 / XL / 3 / 3.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Whisper v2": {
    "family": "Whisper",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "BLOOMZ-176B": {
    "family": "BLOOM",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Whisper": {
    "family": "Whisper",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Stable Diffusion 1.5": {
    "family": "Stable Diffusion 1 / 2 / XL / 3 / 3.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Stable Diffusion 1.2": {
    "family": "Stable Diffusion 1 / 2 / XL / 3 / 3.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Stable Diffusion 1.4": {
    "family": "Stable Diffusion 1 / 2 / XL / 3 / 3.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Stable Diffusion 1.1": {
    "family": "Stable Diffusion 1 / 2 / XL / 3 / 3.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "BLOOM-176B": {
    "family": "BLOOM",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "BLOOM-7.1B": {
    "family": "BLOOM",
    "status": "unpriced_or_allowance_only",
    "note": "Not in final176B hours"
  },
  "BLOOM-1.7B": {
    "family": "BLOOM",
    "status": "unpriced_or_allowance_only",
    "note": "Not in final176B hours"
  },
  "BLOOM-560M": {
    "family": "BLOOM",
    "status": "unpriced_or_allowance_only",
    "note": "Not in final176B hours"
  },
  "BLOOM-1B": {
    "family": "BLOOM",
    "status": "unpriced_or_allowance_only",
    "note": "Not in final176B hours"
  },
  "BLOOM-3B": {
    "family": "BLOOM",
    "status": "unpriced_or_allowance_only",
    "note": "Not in final176B hours"
  },
  "Stable Diffusion (LDM-KL-8-G)": {
    "family": "Stable Diffusion 1 / 2 / XL / 3 / 3.5",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "DeepSeek-V3.2-Exp-Base": {
    "family": "DeepSeek V3 / R1 / V3.x",
    "status": "family_scenario_member",
    "note": "Scenario coverage only; does not establish independent training or a separate budget."
  },
  "Mistral Large 2": {
    "family": "Mistral Medium 3.5",
    "status": "possible_shared_base_no_second_budget",
    "note": "Weight-slice correlations support shared ancestry with Medium3.5; initialization/tokens remain unresolved. Do not impute a second full base without proof."
  },
  "Mistral Large 2.1": {
    "family": "Mistral Medium 3.5",
    "status": "possible_shared_base_no_second_budget",
    "note": "Weight-slice correlations support shared ancestry with Medium3.5; initialization/tokens remain unresolved. Do not impute a second full base without proof."
  },
  "Devstral 2 (123B)": {
    "family": "Mistral Medium 3.5",
    "status": "possible_shared_base_no_second_budget",
    "note": "Weight-slice correlations support shared ancestry with Medium3.5; initialization/tokens remain unresolved. Do not impute a second full base without proof."
  }
}