{"contract_version":"wzrd.momentum.v1","count":48,"generated_at":"2026-08-11T13:28:37.348133998Z","models":[{"action":"pre_warm","capabilities":["code","chat","reasoning","text"],"confidence":"normal","model":"google/gemma-4-26B-A4B-it","platform":"huggingface","reason":"velocity +17% over 3 snapshots (accelerating: >8%)","score":1.0,"trend":"accelerating"},{"action":"pre_warm","capabilities":["code","chat","reasoning","text"],"confidence":"normal","model":"google/gemma-4-31B-it","platform":"huggingface","reason":"velocity +18% over 3 snapshots (accelerating: >8%)","score":0.851,"trend":"accelerating"},{"action":"pre_warm_urgent","capabilities":["code","chat","reasoning","vision","text"],"confidence":"normal","model":"Qwen/Qwen3.5-9B","platform":"huggingface","reason":"velocity +374% over 3 snapshots (surging: >30%)","score":0.744,"trend":"surging"},{"action":"pre_warm_urgent","capabilities":["code","chat","reasoning","vision","text"],"confidence":"normal","model":"Qwen/Qwen3.5-4B","platform":"huggingface","reason":"velocity +132% over 3 snapshots (surging: >30%)","score":0.719,"trend":"surging"},{"action":"pre_warm_urgent","capabilities":["code","chat","reasoning","text"],"confidence":"normal","model":"google/gemma-4-E4B-it","platform":"huggingface","reason":"velocity +32% over 3 snapshots (surging: >30%)","score":0.45,"trend":"surging"},{"action":"pre_warm_urgent","capabilities":["code","chat","reasoning","text"],"confidence":"normal","model":"Qwen/Qwen3.6-27B","platform":"huggingface","reason":"velocity +48% over 3 snapshots (surging: >30%)","score":0.431,"trend":"surging"},{"action":"maintain","capabilities":["code","chat","reasoning","text"],"confidence":"normal","model":"Qwen/Qwen3.6-35B-A3B","platform":"huggingface","reason":"velocity -5% over 3 snapshots (stable: -15% to +8%)","score":0.423,"trend":"stable"},{"action":"maintain","capabilities":["vision"],"confidence":"normal","model":"zai-org/GLM-OCR","platform":"huggingface","reason":"velocity 5% over 3 snapshots (stable: -15% to +8%)","score":0.242,"trend":"stable"},{"action":"pre_warm_urgent","capabilities":["code","chat","reasoning","vision","text"],"confidence":"normal","model":"Qwen/Qwen3.5-27B","platform":"huggingface","reason":"velocity +49% over 3 snapshots (surging: >30%)","score":0.197,"trend":"surging"},{"action":"pre_warm_urgent","capabilities":["code","chat","reasoning","text"],"confidence":"normal","model":"moonshotai/Kimi-K2.6","platform":"huggingface","reason":"velocity +67% over 3 snapshots (surging: >30%)","score":0.188,"trend":"surging"},{"action":"pre_warm","capabilities":["code","chat","reasoning","vision","text"],"confidence":"normal","model":"Qwen/Qwen3.5-0.8B","platform":"huggingface","reason":"velocity +21% over 3 snapshots (accelerating: >8%)","score":0.188,"trend":"accelerating"},{"action":"pre_warm_urgent","capabilities":["code","chat","reasoning","text"],"confidence":"normal","model":"google/gemma-4-12B-it","platform":"huggingface","reason":"velocity +53% over 3 snapshots (surging: >30%)","score":0.175,"trend":"surging"},{"action":"pre_warm","capabilities":["code","chat","reasoning","text"],"confidence":"normal","model":"google/gemma-4-E2B-it","platform":"huggingface","reason":"velocity +10% over 3 snapshots (accelerating: >8%)","score":0.174,"trend":"accelerating"},{"action":"consider_deprovision","capabilities":["code","chat","reasoning","text"],"confidence":"normal","model":"MiniMaxAI/MiniMax-M2.7","platform":"huggingface","reason":"velocity -500% over 3 snapshots (cooling: <-50%)","score":0.174,"trend":"cooling"},{"action":"pre_warm_urgent","capabilities":["code","chat","reasoning","text"],"confidence":"normal","model":"zai-org/GLM-4.7-Flash","platform":"huggingface","reason":"velocity +46% over 3 snapshots (surging: >30%)","score":0.164,"trend":"surging"},{"action":"pre_warm_urgent","capabilities":["code","chat","reasoning","vision","text"],"confidence":"normal","model":"Qwen/Qwen3.5-35B-A3B","platform":"huggingface","reason":"velocity +38% over 3 snapshots (surging: >30%)","score":0.162,"trend":"surging"},{"action":"maintain","capabilities":["code","chat","reasoning","text"],"confidence":"normal","model":"deepseek-ai/DeepSeek-V4-Flash","platform":"huggingface","reason":"velocity -9% over 3 snapshots (stable: -15% to +8%)","score":0.158,"trend":"stable"},{"action":"pre_warm_urgent","capabilities":["video"],"confidence":"normal","model":"Lightricks/LTX-2.3","platform":"huggingface","reason":"velocity +43% over 3 snapshots (surging: >30%)","score":0.137,"trend":"surging"},{"action":"pre_warm","capabilities":["code","chat","reasoning","text"],"confidence":"normal","model":"deepseek-ai/DeepSeek-V4-Pro","platform":"huggingface","reason":"velocity +20% over 3 snapshots (accelerating: >8%)","score":0.133,"trend":"accelerating"},{"action":"consider_deprovision","capabilities":["code","chat","reasoning","vision","text"],"confidence":"normal","model":"moonshotai/Kimi-K2.5","platform":"huggingface","reason":"velocity -132% over 3 snapshots (cooling: <-50%)","score":0.125,"trend":"cooling"},{"action":"pre_warm","capabilities":["code","chat","reasoning","text"],"confidence":"normal","model":"Qwen/Qwen3-Coder-Next","platform":"huggingface","reason":"velocity +135% over 3 snapshots (accelerating: >8%)","score":0.091,"trend":"accelerating"},{"action":"pre_warm","capabilities":["code","chat","reasoning","text"],"confidence":"normal","model":"google/diffusiongemma-26B-A4B-it","platform":"huggingface","reason":"velocity +24% over 3 snapshots (accelerating: >8%)","score":0.085,"trend":"accelerating"},{"action":"pre_warm","capabilities":["code","chat","reasoning","text"],"confidence":"normal","model":"k2-fsa/OmniVoice","platform":"huggingface","reason":"velocity +245% over 3 snapshots (accelerating: >8%)","score":0.078,"trend":"accelerating"},{"action":"consider_deprovision","capabilities":["code","chat","reasoning","text"],"confidence":"normal","model":"SulphurAI/Sulphur-2-base","platform":"huggingface","reason":"velocity -500% over 3 snapshots (cooling: <-50%)","score":0.066,"trend":"cooling"},{"action":"consider_deprovision","capabilities":["code","chat","reasoning","vision","text"],"confidence":"normal","model":"Qwen/Qwen3.5-122B-A10B","platform":"huggingface","reason":"velocity -101% over 3 snapshots (cooling: <-50%)","score":0.062,"trend":"cooling"},{"action":"pre_warm","capabilities":["code","chat","reasoning","text"],"confidence":"normal","model":"circlestone-labs/Anima","platform":"huggingface","reason":"velocity +36% over 3 snapshots (accelerating: >8%)","score":0.061,"trend":"accelerating"},{"action":"maintain","capabilities":["code","chat","reasoning","text"],"confidence":"normal","model":"openbmb/MiniCPM-V-4.6","platform":"huggingface","reason":"velocity -3% over 3 snapshots (stable: -15% to +8%)","score":0.061,"trend":"stable"},{"action":"consider_deprovision","capabilities":["audio"],"confidence":"normal","model":"CohereLabs/cohere-transcribe-03-2026","platform":"huggingface","reason":"velocity -67% over 3 snapshots (cooling: <-50%)","score":0.056,"trend":"cooling"},{"action":"pre_warm","capabilities":["code","chat","reasoning","vision","text"],"confidence":"normal","model":"allenai/Molmo2-8B","platform":"huggingface","reason":"velocity +68% over 3 snapshots (accelerating: >8%)","score":0.053,"trend":"accelerating"},{"action":"watch","capabilities":["code","chat","reasoning","text"],"confidence":"normal","model":"meta-llama/Llama-3.3-70B-Instruct","platform":"huggingface","reason":"velocity -42% over 3 snapshots (decelerating: -50% to -15%)","score":0.052,"trend":"decelerating"},{"action":"pre_warm","capabilities":["code","chat","reasoning","text"],"confidence":"normal","model":"Qwen/Qwen2.5-72B-Instruct","platform":"huggingface","reason":"velocity +40% over 3 snapshots (accelerating: >8%)","score":0.051,"trend":"accelerating"},{"action":"maintain","capabilities":["code","chat","reasoning","text"],"confidence":"normal","model":"MiniMaxAI/MiniMax-M2.5","platform":"huggingface","reason":"velocity 94% over 3 snapshots (stable: -15% to +8%)","score":0.048,"trend":"stable"},{"action":"maintain","capabilities":["code","chat","reasoning","text"],"confidence":"normal","model":"openbmb/VoxCPM2","platform":"huggingface","reason":"velocity 1% over 3 snapshots (stable: -15% to +8%)","score":0.044,"trend":"stable"},{"action":"maintain","capabilities":["code","chat","reasoning","text"],"confidence":"normal","model":"xiaomi/mimo-v2.5","platform":"openrouter","reason":"velocity 0% over 3 snapshots (stable: -15% to +8%)","score":0.044,"trend":"stable"},{"action":"consider_deprovision","capabilities":["code","chat","reasoning","vision","text"],"confidence":"normal","model":"Qwen/Qwen3.5-397B-A17B","platform":"huggingface","reason":"velocity -88% over 3 snapshots (cooling: <-50%)","score":0.042,"trend":"cooling"},{"action":"consider_deprovision","capabilities":["code","chat","reasoning","text"],"confidence":"normal","model":"google/gemma-4-31B-it-assistant","platform":"huggingface","reason":"velocity -76% over 3 snapshots (cooling: <-50%)","score":0.041,"trend":"cooling"},{"action":"consider_deprovision","capabilities":["code","chat","reasoning","text"],"confidence":"normal","model":"moonshotai/Kimi-K2.7-Code","platform":"huggingface","reason":"velocity -58% over 3 snapshots (cooling: <-50%)","score":0.041,"trend":"cooling"},{"action":"maintain","capabilities":["code","chat","reasoning","text"],"confidence":"normal","model":"gpt-5-4","platform":"artificial_analysis","reason":"velocity 0% over 3 snapshots (stable: -15% to +8%)","score":0.039,"trend":"stable"},{"action":"consider_deprovision","capabilities":["code","chat","reasoning","text"],"confidence":"normal","model":"nvidia/LocateAnything-3B","platform":"huggingface","reason":"velocity -56% over 3 snapshots (cooling: <-50%)","score":0.038,"trend":"cooling"},{"action":"maintain","capabilities":["audio","tts"],"confidence":"normal","model":"fishaudio/s2-pro","platform":"huggingface","reason":"velocity 12% over 3 snapshots (stable: -15% to +8%)","score":0.03,"trend":"stable"},{"action":"maintain","capabilities":["code","chat","reasoning","text"],"confidence":"normal","model":"minimax/minimax-m3","platform":"openrouter","reason":"velocity 0% over 3 snapshots (stable: -15% to +8%)","score":0.029,"trend":"stable"},{"action":"maintain","capabilities":["code","chat","reasoning","text"],"confidence":"normal","model":"claude-opus-4-6","platform":"artificial_analysis","reason":"velocity 0% over 3 snapshots (stable: -15% to +8%)","score":0.029,"trend":"stable"},{"action":"maintain","capabilities":["code","chat","reasoning","text"],"confidence":"normal","model":"claude-sonnet-4-6","platform":"artificial_analysis","reason":"velocity 0% over 3 snapshots (stable: -15% to +8%)","score":0.027,"trend":"stable"},{"action":"consider_deprovision","capabilities":["code","chat","reasoning","text"],"confidence":"normal","model":"google/gemma-4-12B","platform":"huggingface","reason":"velocity -97% over 3 snapshots (cooling: <-50%)","score":0.026,"trend":"cooling"},{"action":"maintain","capabilities":["code","chat","reasoning","text"],"confidence":"normal","model":"mistralai/Mistral-Medium-3.5-128B","platform":"huggingface","reason":"velocity 276% over 3 snapshots (stable: -15% to +8%)","score":0.026,"trend":"stable"},{"action":"maintain","capabilities":["code","chat","reasoning","text"],"confidence":"normal","model":"minimax-m2-5","platform":"artificial_analysis","reason":"velocity 0% over 3 snapshots (stable: -15% to +8%)","score":0.026,"trend":"stable"},{"action":"maintain","capabilities":["code","chat","reasoning","text"],"confidence":"normal","model":"openbmb/MiniCPM5-1B","platform":"huggingface","reason":"velocity 9% over 3 snapshots (stable: -15% to +8%)","score":0.024,"trend":"stable"},{"action":"maintain","capabilities":["code","chat","reasoning","text"],"confidence":"normal","model":"NousResearch/Hermes-3-Llama-3.1-8B","platform":"huggingface","reason":"velocity 75% over 3 snapshots (stable: -15% to +8%)","score":0.024,"trend":"stable"}],"platform_mix":{"artificial_analysis":10,"github":8,"huggingface":137,"openrouter":79,"twitch":2},"provenance":{"root_published_at":"2026-06-23T04:37:17.606367Z","root_seq":22176,"root_status":"parked","source":"momentum_aggregator"},"total_count":236,"trend_counts":{"accelerating":11,"cooling":44,"decelerating":12,"stable":159,"surging":10}}