{"contract_version":"wzrd.momentum.v1","count":37,"generated_at":"2026-06-26T06:42:17.215640981Z","models":[{"accel":-174.04,"action":"consider_deprovision","agent_cost_usd":0.0,"agent_latency_ms":343.0,"agent_quality":1.0,"agent_reports":9010,"capabilities":["code","chat","reasoning","text"],"confidence":"normal","data_sources":["huggingface_downloads","huggingface_spaces"],"delta_pct":-174.04,"history_depth":3,"model":"google/gemma-4-26B-A4B-it","platform":"huggingface","quality_index":null,"reason":"velocity -174% over 3 snapshots (cooling: <-50%)","score":1.0,"trend":"cooling","velocity_ema":13102535.0},{"accel":-470.66,"action":"consider_deprovision","capabilities":["code","chat","reasoning","text"],"confidence":"normal","data_sources":["huggingface_downloads","huggingface_spaces"],"delta_pct":-470.66,"history_depth":3,"model":"google/gemma-4-31B-it","platform":"huggingface","quality_index":null,"reason":"velocity -471% over 3 snapshots (cooling: <-50%)","score":0.596,"trend":"cooling","velocity_ema":11152890.0},{"accel":-349.58,"action":"consider_deprovision","capabilities":["code","chat","reasoning","vision","text"],"confidence":"normal","data_sources":["huggingface_downloads","huggingface_spaces"],"delta_pct":-349.58,"history_depth":3,"model":"Qwen/Qwen3.5-9B","platform":"huggingface","quality_index":null,"reason":"velocity -350% over 3 snapshots (cooling: <-50%)","score":0.526,"trend":"cooling","velocity_ema":9846974.0},{"accel":-500.0,"action":"consider_deprovision","capabilities":["code","chat","reasoning","vision","text"],"confidence":"normal","data_sources":["huggingface_downloads","huggingface_spaces"],"delta_pct":-500.0,"history_depth":3,"model":"Qwen/Qwen3.5-4B","platform":"huggingface","quality_index":null,"reason":"velocity -500% over 3 snapshots (cooling: <-50%)","score":0.511,"trend":"cooling","velocity_ema":9571372.0},{"accel":-224.86,"action":"consider_deprovision","capabilities":["code","chat","reasoning","text"],"confidence":"normal","data_sources":["huggingface_downloads","huggingface_spaces"],"delta_pct":-224.86,"history_depth":3,"model":"google/gemma-4-E4B-it","platform":"huggingface","quality_index":null,"reason":"velocity -225% over 3 snapshots (cooling: <-50%)","score":0.322,"trend":"cooling","velocity_ema":6019752.0},{"accel":-84.59,"action":"consider_deprovision","capabilities":["code","chat","reasoning","text"],"confidence":"normal","data_sources":["huggingface_downloads","huggingface_spaces"],"delta_pct":-84.59,"history_depth":3,"model":"Qwen/Qwen3.6-27B","platform":"huggingface","quality_index":null,"reason":"velocity -85% over 3 snapshots (cooling: <-50%)","score":0.304,"trend":"cooling","velocity_ema":5687366.0},{"accel":-117.86,"action":"consider_deprovision","capabilities":["code","chat","reasoning","text"],"confidence":"normal","data_sources":["huggingface_downloads","huggingface_spaces"],"delta_pct":-117.86,"history_depth":3,"model":"Qwen/Qwen3.6-35B-A3B","platform":"huggingface","quality_index":null,"reason":"velocity -118% over 3 snapshots (cooling: <-50%)","score":0.294,"trend":"cooling","velocity_ema":5497574.0},{"accel":-217.88,"action":"consider_deprovision","capabilities":["vision"],"confidence":"normal","data_sources":["huggingface_downloads","huggingface_spaces"],"delta_pct":-217.88,"history_depth":3,"model":"zai-org/GLM-OCR","platform":"huggingface","quality_index":null,"reason":"velocity -218% over 3 snapshots (cooling: <-50%)","score":0.17,"trend":"cooling","velocity_ema":3184483.0},{"accel":-118.95,"action":"consider_deprovision","capabilities":["code","chat","reasoning","vision","text"],"confidence":"normal","data_sources":["huggingface_downloads","huggingface_spaces"],"delta_pct":-118.95,"history_depth":3,"model":"Qwen/Qwen3.5-27B","platform":"huggingface","quality_index":null,"reason":"velocity -119% over 3 snapshots (cooling: <-50%)","score":0.138,"trend":"cooling","velocity_ema":2584124.0},{"accel":-334.04,"action":"consider_deprovision","capabilities":["code","chat","reasoning","text"],"confidence":"normal","data_sources":["huggingface_downloads","huggingface_spaces"],"delta_pct":-334.04,"history_depth":3,"model":"moonshotai/Kimi-K2.6","platform":"huggingface","quality_index":null,"reason":"velocity -334% over 3 snapshots (cooling: <-50%)","score":0.135,"trend":"cooling","velocity_ema":2521207.0},{"accel":-108.55,"action":"consider_deprovision","agent_cost_usd":0.0,"agent_latency_ms":339.0,"agent_quality":1.0,"agent_reports":1726,"capabilities":["code","chat","reasoning","vision","text"],"confidence":"normal","data_sources":["huggingface_downloads","huggingface_spaces"],"delta_pct":-108.55,"history_depth":3,"model":"Qwen/Qwen3.5-0.8B","platform":"huggingface","quality_index":null,"reason":"velocity -109% over 3 snapshots (cooling: <-50%)","score":0.432,"trend":"cooling","velocity_ema":2464394.0},{"accel":-76.97,"action":"consider_deprovision","capabilities":["code","chat","reasoning","text"],"confidence":"normal","data_sources":["huggingface_downloads","huggingface_spaces"],"delta_pct":-76.97,"history_depth":3,"model":"MiniMaxAI/MiniMax-M2.7","platform":"huggingface","quality_index":null,"reason":"velocity -77% over 3 snapshots (cooling: <-50%)","score":0.127,"trend":"cooling","velocity_ema":2377536.0},{"accel":-489.38,"action":"consider_deprovision","capabilities":["code","chat","reasoning","text"],"confidence":"normal","data_sources":["huggingface_downloads","huggingface_spaces"],"delta_pct":-489.38,"history_depth":3,"model":"google/gemma-4-E2B-it","platform":"huggingface","quality_index":null,"reason":"velocity -489% over 3 snapshots (cooling: <-50%)","score":0.123,"trend":"cooling","velocity_ema":2300652.0},{"accel":-189.39,"action":"consider_deprovision","capabilities":["code","chat","reasoning","vision","text"],"confidence":"normal","data_sources":["huggingface_downloads","huggingface_spaces"],"delta_pct":-189.39,"history_depth":3,"model":"Qwen/Qwen3.5-35B-A3B","platform":"huggingface","quality_index":null,"reason":"velocity -189% over 3 snapshots (cooling: <-50%)","score":0.118,"trend":"cooling","velocity_ema":2210548.0},{"accel":-40.36,"action":"watch","capabilities":["code","chat","reasoning","text"],"confidence":"normal","data_sources":["huggingface_downloads","huggingface_spaces"],"delta_pct":-40.36,"history_depth":3,"model":"google/gemma-4-12B-it","platform":"huggingface","quality_index":null,"reason":"velocity -40% over 3 snapshots (decelerating: -50% to -15%)","score":0.117,"trend":"decelerating","velocity_ema":2187644.0},{"accel":-103.3,"action":"consider_deprovision","capabilities":["code","chat","reasoning","text"],"confidence":"normal","data_sources":["huggingface_downloads","huggingface_spaces"],"delta_pct":-103.3,"history_depth":3,"model":"deepseek-ai/DeepSeek-V4-Flash","platform":"huggingface","quality_index":null,"reason":"velocity -103% over 3 snapshots (cooling: <-50%)","score":0.115,"trend":"cooling","velocity_ema":2146642.0},{"accel":-67.08,"action":"consider_deprovision","capabilities":["code","chat","reasoning","text"],"confidence":"normal","data_sources":["huggingface_downloads","huggingface_spaces"],"delta_pct":-67.08,"history_depth":3,"model":"zai-org/GLM-4.7-Flash","platform":"huggingface","quality_index":null,"reason":"velocity -67% over 3 snapshots (cooling: <-50%)","score":0.112,"trend":"cooling","velocity_ema":2100620.0},{"accel":9.73,"action":"pre_warm","agent_cost_usd":0.0,"agent_latency_ms":336.0,"agent_quality":1.0,"agent_reports":243,"capabilities":["code","chat","reasoning","text"],"confidence":"normal","data_sources":["huggingface_downloads","huggingface_spaces"],"delta_pct":9.73,"history_depth":3,"model":"deepseek-ai/DeepSeek-V4-Pro","platform":"huggingface","quality_index":null,"reason":"velocity +10% over 3 snapshots (accelerating: >8%)","score":0.4,"trend":"accelerating","velocity_ema":1878217.0},{"accel":-328.1,"action":"consider_deprovision","capabilities":["video"],"confidence":"normal","data_sources":["huggingface_downloads","huggingface_spaces"],"delta_pct":-328.1,"history_depth":3,"model":"Lightricks/LTX-2.3","platform":"huggingface","quality_index":null,"reason":"velocity -328% over 3 snapshots (cooling: <-50%)","score":0.096,"trend":"cooling","velocity_ema":1805358.0},{"accel":-260.35,"action":"consider_deprovision","capabilities":["code","chat","reasoning","vision","text"],"confidence":"normal","data_sources":["huggingface_downloads","huggingface_spaces"],"delta_pct":-260.35,"history_depth":3,"model":"moonshotai/Kimi-K2.5","platform":"huggingface","quality_index":null,"reason":"velocity -260% over 3 snapshots (cooling: <-50%)","score":0.089,"trend":"cooling","velocity_ema":1672748.0},{"accel":-96.6,"action":"consider_deprovision","capabilities":["code","chat","reasoning","text"],"confidence":"normal","data_sources":["huggingface_downloads","huggingface_spaces"],"delta_pct":-96.6,"history_depth":3,"model":"Qwen/Qwen3-Coder-Next","platform":"huggingface","quality_index":null,"reason":"velocity -97% over 3 snapshots (cooling: <-50%)","score":0.063,"trend":"cooling","velocity_ema":1171607.0},{"accel":-51.48,"action":"consider_deprovision","capabilities":["code","chat","reasoning","text"],"confidence":"normal","data_sources":["huggingface_downloads","huggingface_spaces"],"delta_pct":-51.48,"history_depth":3,"model":"google/diffusiongemma-26B-A4B-it","platform":"huggingface","quality_index":null,"reason":"velocity -51% over 3 snapshots (cooling: <-50%)","score":0.058,"trend":"cooling","velocity_ema":1078703.0},{"accel":85.94,"action":"pre_warm","capabilities":["code","chat","reasoning","text"],"confidence":"normal","data_sources":["huggingface_downloads","huggingface_spaces"],"delta_pct":85.94,"history_depth":3,"model":"k2-fsa/OmniVoice","platform":"huggingface","quality_index":null,"reason":"velocity +86% over 3 snapshots (accelerating: >8%)","score":0.055,"trend":"accelerating","velocity_ema":1023276.0},{"accel":-500.0,"action":"consider_deprovision","capabilities":["code","chat","reasoning","text"],"confidence":"normal","data_sources":["huggingface_downloads","huggingface_spaces"],"delta_pct":-500.0,"history_depth":3,"model":"SulphurAI/Sulphur-2-base","platform":"huggingface","quality_index":null,"reason":"velocity -500% over 3 snapshots (cooling: <-50%)","score":0.048,"trend":"cooling","velocity_ema":907570.0},{"accel":-15.43,"action":"watch","capabilities":["code","chat","reasoning","vision","text"],"confidence":"normal","data_sources":["huggingface_downloads","huggingface_spaces"],"delta_pct":-15.43,"history_depth":3,"model":"Qwen/Qwen3.5-122B-A10B","platform":"huggingface","quality_index":null,"reason":"velocity -15% over 3 snapshots (decelerating: -50% to -15%)","score":0.046,"trend":"decelerating","velocity_ema":870243.0},{"accel":-23.21,"action":"watch","capabilities":["code","chat","reasoning","text"],"confidence":"normal","data_sources":["huggingface_downloads","huggingface_spaces"],"delta_pct":-23.21,"history_depth":3,"model":"circlestone-labs/Anima","platform":"huggingface","quality_index":null,"reason":"velocity -23% over 3 snapshots (decelerating: -50% to -15%)","score":0.043,"trend":"decelerating","velocity_ema":807675.0},{"accel":-407.37,"action":"consider_deprovision","capabilities":["code","chat","reasoning","text"],"confidence":"normal","data_sources":["huggingface_downloads","huggingface_spaces"],"delta_pct":-407.37,"history_depth":3,"model":"openbmb/MiniCPM-V-4.6","platform":"huggingface","quality_index":null,"reason":"velocity -407% over 3 snapshots (cooling: <-50%)","score":0.043,"trend":"cooling","velocity_ema":795735.0},{"accel":-139.01,"action":"consider_deprovision","capabilities":["audio"],"confidence":"normal","data_sources":["huggingface_downloads","huggingface_spaces"],"delta_pct":-139.01,"history_depth":3,"model":"CohereLabs/cohere-transcribe-03-2026","platform":"huggingface","quality_index":null,"reason":"velocity -139% over 3 snapshots (cooling: <-50%)","score":0.04,"trend":"cooling","velocity_ema":740708.0},{"accel":-73.01,"action":"consider_deprovision","capabilities":["code","chat","reasoning","vision","text"],"confidence":"normal","data_sources":["huggingface_downloads","huggingface_spaces"],"delta_pct":-73.01,"history_depth":3,"model":"allenai/Molmo2-8B","platform":"huggingface","quality_index":null,"reason":"velocity -73% over 3 snapshots (cooling: <-50%)","score":0.038,"trend":"cooling","velocity_ema":703740.0},{"accel":-112.89,"action":"consider_deprovision","capabilities":["code","chat","reasoning","text"],"confidence":"normal","data_sources":["huggingface_downloads","huggingface_spaces"],"delta_pct":-112.89,"history_depth":3,"model":"Qwen/Qwen2.5-72B-Instruct","platform":"huggingface","quality_index":null,"reason":"velocity -113% over 3 snapshots (cooling: <-50%)","score":0.037,"trend":"cooling","velocity_ema":688096.0},{"accel":-355.51,"action":"consider_deprovision","capabilities":["code","chat","reasoning","text"],"confidence":"normal","data_sources":["huggingface_downloads","huggingface_spaces"],"delta_pct":-355.51,"history_depth":3,"model":"meta-llama/Llama-3.3-70B-Instruct","platform":"huggingface","quality_index":null,"reason":"velocity -356% over 3 snapshots (cooling: <-50%)","score":0.036,"trend":"cooling","velocity_ema":680812.0},{"accel":-274.4,"action":"consider_deprovision","capabilities":["code","chat","reasoning","text"],"confidence":"normal","data_sources":["huggingface_downloads","huggingface_spaces"],"delta_pct":-274.4,"history_depth":3,"model":"MiniMaxAI/MiniMax-M2.5","platform":"huggingface","quality_index":null,"reason":"velocity -274% over 3 snapshots (cooling: <-50%)","score":0.033,"trend":"cooling","velocity_ema":618857.0},{"accel":0.0,"action":"maintain","capabilities":["code","chat","reasoning","text"],"confidence":"normal","data_sources":["openrouter_routing_volume","openrouter_pricing"],"delta_pct":0.0,"history_depth":3,"model":"xiaomi/mimo-v2.5","platform":"openrouter","quality_index":null,"reason":"velocity 0% over 3 snapshots (stable: -15% to +8%)","score":0.031,"trend":"stable","velocity_ema":574999.97},{"accel":37.93,"action":"maintain","capabilities":["code","chat","reasoning","vision","text"],"confidence":"normal","data_sources":["huggingface_downloads","huggingface_spaces"],"delta_pct":37.93,"history_depth":3,"model":"Qwen/Qwen3.5-397B-A17B","platform":"huggingface","quality_index":null,"reason":"velocity 38% over 3 snapshots (stable: -15% to +8%)","score":0.031,"trend":"stable","velocity_ema":574162.0},{"accel":-66.52,"action":"consider_deprovision","capabilities":["code","chat","reasoning","text"],"confidence":"normal","data_sources":["huggingface_downloads","huggingface_spaces"],"delta_pct":-66.52,"history_depth":3,"model":"openbmb/VoxCPM2","platform":"huggingface","quality_index":null,"reason":"velocity -67% over 3 snapshots (cooling: <-50%)","score":0.03,"trend":"cooling","velocity_ema":557415.0},{"accel":-500.0,"action":"consider_deprovision","capabilities":["code","chat","reasoning","text"],"confidence":"normal","data_sources":["huggingface_downloads","huggingface_spaces"],"delta_pct":-500.0,"history_depth":3,"model":"google/gemma-4-31B-it-assistant","platform":"huggingface","quality_index":null,"reason":"velocity -500% over 3 snapshots (cooling: <-50%)","score":0.028,"trend":"cooling","velocity_ema":533112.0},{"accel":0.0,"action":"maintain","capabilities":["code","chat","reasoning","text"],"confidence":"normal","data_sources":["benchmark_quality","benchmark_speed"],"delta_pct":0.0,"history_depth":3,"model":"gpt-5-4","platform":"artificial_analysis","quality_index":51.4,"reason":"velocity 0% over 3 snapshots (stable: -15% to +8%)","score":0.027,"trend":"stable","velocity_ema":514000.0}],"provenance":{"root_seq":22176,"source":"momentum_aggregator"},"tier":"public"}