hub-dollars / unpriced-candidates.json
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Publish Hub Dollars V2: sourced estimates and data visualizations
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{
"known_omissions": [
"Mistral Large3 675B-A41B",
"Hy3 295B-A21B",
"Qwen3.8 Flash-Next",
"Kimi K2.6/K2.7 additional training"
],
"reviewed_regex_leaks": {
"Qwen3.6 27B": "Continuation possible but not established by config; extra compute unpriced",
"Qwen 3.6-27B": "Possible duplicate alias of Qwen3.6; ancestry and increment unresolved",
"Qwen3-Omni-30B-A3B": "Distinct multimodal development absent from explicit V1 arithmetic",
"Qwen 3.8 27B": "Possible3.5 continuation; increment unpriced",
"Hunyuan3D 2.0": "Different modality, not Hunyuan Large or Hy4",
"Hunyuan Video": "Different modality, not Hunyuan Large or Hy4",
"Hunyuan-DiT": "Different modality, not Hunyuan Large or Hy4",
"Nemotron-3-8B": "2023 model, not Nemotron3 2025/2026",
"Gemma 2B": "First-generation Gemma, not Gemma2",
"Gemma 3n": "Different family not individually costed",
"Gemma 3 270M": "Not one of four explicitly costed Gemma3 sizes",
"GLM 4.7 Flash": "Full ancestry and incremental training unknown",
"GLM-5.3-Flash": "Full ancestry and incremental training unknown",
"BLOOM-7.1B": "Not in final176B hours",
"BLOOM-1.7B": "Not in final176B hours",
"BLOOM-560M": "Not in final176B hours",
"BLOOM-1B": "Not in final176B hours",
"BLOOM-3B": "Not in final176B hours",
"Phi-4 Mini": "Not in14B\u00d79.8T arithmetic",
"ERNIE-4.5-21B-A3B": "Not explicit in47B scenario",
"ERNIE-4.5-0.3B": "Not explicit in47B scenario",
"Qwen2.5-Coder (32B)": "Generic allowance only; separate ancestry/budget unresolved",
"Qwen2.5-Coder (7B)": "Generic allowance only; separate ancestry/budget unresolved",
"Qwen2.5-Coder (1.5B)": "Generic allowance only; separate ancestry/budget unresolved",
"TeleChat2-7B": "Generic family allowance only",
"TeleChat2-3B": "Generic family allowance only",
"TeleChat2-35B": "Generic family allowance only"
},
"policy": "Never sum root compute of derivatives; never treat unpriced as zero; no aggregate tail dollars until lineage/budgets audited."
}