{"generated_at":"2026-11-04T11:24:12.633544+00:00","window_days":30,"timezone":"UTC","volume":{"requests":81526,"tokens":2819941627,"daily":[{"day":"2026-10-06","requests":951,"tokens":1361699,"cached_tokens":0,"prompt_tokens":1189941},{"day":"2026-10-07","requests":347,"tokens":661343,"cached_tokens":0,"prompt_tokens":598848},{"day":"2026-10-08","requests":430,"tokens":1003758,"cached_tokens":0,"prompt_tokens":924877},{"day":"2026-10-09","requests":363,"tokens":843229,"cached_tokens":0,"prompt_tokens":757742},{"day":"2026-10-10","requests":405,"tokens":1035907,"cached_tokens":0,"prompt_tokens":920300},{"day":"2026-10-11","requests":1313,"tokens":3198124,"cached_tokens":0,"prompt_tokens":2725559},{"day":"2026-10-12","requests":121,"tokens":356389,"cached_tokens":0,"prompt_tokens":313356},{"day":"2026-10-13","requests":934,"tokens":2914891,"cached_tokens":0,"prompt_tokens":2550739},{"day":"2026-10-14","requests":1232,"tokens":3605181,"cached_tokens":0,"prompt_tokens":3144466},{"day":"2026-10-15","requests":22,"tokens":31425,"cached_tokens":0,"prompt_tokens":25305},{"day":"2026-10-16","requests":1411,"tokens":3946583,"cached_tokens":0,"prompt_tokens":2771571},{"day":"2026-10-17","requests":1192,"tokens":2458983,"cached_tokens":0,"prompt_tokens":2024333},{"day":"2026-10-18","requests":2041,"tokens":8205006,"cached_tokens":0,"prompt_tokens":7450543},{"day":"2026-10-19","requests":2860,"tokens":13699477,"cached_tokens":0,"prompt_tokens":12547298},{"day":"2026-10-20","requests":2198,"tokens":8736020,"cached_tokens":0,"prompt_tokens":7634820},{"day":"2026-10-21","requests":3491,"tokens":118861437,"cached_tokens":0,"prompt_tokens":117624656},{"day":"2026-10-22","requests":5805,"tokens":46047182,"cached_tokens":0,"prompt_tokens":44492456},{"day":"2026-10-23","requests":5440,"tokens":87926955,"cached_tokens":0,"prompt_tokens":86193918},{"day":"2026-10-24","requests":6720,"tokens":404172638,"cached_tokens":0,"prompt_tokens":400789817},{"day":"2026-10-25","requests":7142,"tokens":512103051,"cached_tokens":0,"prompt_tokens":508295100},{"day":"2026-10-26","requests":3607,"tokens":358354611,"cached_tokens":0,"prompt_tokens":355858717},{"day":"2026-10-27","requests":4092,"tokens":471772246,"cached_tokens":0,"prompt_tokens":469232435},{"day":"2026-10-28","requests":3328,"tokens":72797027,"cached_tokens":0,"prompt_tokens":71444165},{"day":"2026-10-29","requests":3073,"tokens":16821771,"cached_tokens":0,"prompt_tokens":16439734},{"day":"2026-10-30","requests":4216,"tokens":20328584,"cached_tokens":0,"prompt_tokens":20005105},{"day":"2026-10-31","requests":5885,"tokens":231471053,"cached_tokens":0,"prompt_tokens":230247093},{"day":"2026-11-01","requests":5393,"tokens":79356763,"cached_tokens":0,"prompt_tokens":77291052},{"day":"2026-11-02","requests":3042,"tokens":54426915,"cached_tokens":0,"prompt_tokens":53284863},{"day":"2026-11-03","requests":3421,"tokens":192538920,"cached_tokens":0,"prompt_tokens":191136700},{"day":"2026-11-04","requests":1051,"tokens":100904459,"cached_tokens":0,"prompt_tokens":100458056}]},"models":[{"model":"deepseek-v4.1-flash-1017","requests":32708,"tokens":2402727918,"cached_tokens":0,"prompt_tokens":2388931200,"cache_hit_rate":0.0},{"model":"deepseek-v4.1-flash","requests":5662,"tokens":234431287,"cached_tokens":0,"prompt_tokens":232467614,"cache_hit_rate":0.0},{"model":"deepseek-v4-1-flash-economy-free","requests":12,"tokens":1384149,"cached_tokens":0,"prompt_tokens":1360428,"cache_hit_rate":0.0},{"model":"qwen3.8-27b","requests":756,"tokens":1165079,"cached_tokens":0,"prompt_tokens":770126,"cache_hit_rate":0.0},{"model":"nvidia-nemotron-3.5-super-vl","requests":63,"tokens":546957,"cached_tokens":0,"prompt_tokens":24780,"cache_hit_rate":0.0},{"model":"glm-5.3-flash","requests":174,"tokens":381534,"cached_tokens":0,"prompt_tokens":327338,"cache_hit_rate":0.0},{"model":"deepseek-v4-flash-0731","requests":192,"tokens":344585,"cached_tokens":0,"prompt_tokens":250345,"cache_hit_rate":0.0},{"model":"deepseek-v4-pro-ark","requests":23,"tokens":301486,"cached_tokens":0,"prompt_tokens":296012,"cache_hit_rate":0.0},{"model":"mimo-v2.6-pro","requests":40,"tokens":267575,"cached_tokens":0,"prompt_tokens":252918,"cache_hit_rate":0.0},{"model":"gemini-4-argon","requests":20,"tokens":167173,"cached_tokens":0,"prompt_tokens":124168,"cache_hit_rate":0.0},{"model":"kimi-k3","requests":43,"tokens":120777,"cached_tokens":0,"prompt_tokens":18326,"cache_hit_rate":0.0},{"model":"step-5-preview","requests":39,"tokens":91737,"cached_tokens":0,"prompt_tokens":10006,"cache_hit_rate":0.0},{"model":"fikra-embed","requests":644,"tokens":23870,"cached_tokens":0,"prompt_tokens":23870,"cache_hit_rate":0.0},{"model":"glm-5.3","requests":44,"tokens":19103,"cached_tokens":0,"prompt_tokens":2127,"cache_hit_rate":0.0},{"model":"fikra-free-deepseek","requests":137,"tokens":18592,"cached_tokens":0,"prompt_tokens":18176,"cache_hit_rate":0.0},{"model":"glm-5.2","requests":12,"tokens":2863,"cached_tokens":0,"prompt_tokens":458,"cache_hit_rate":0.0},{"model":"deepseek-v4-flash-ark","requests":3,"tokens":239,"cached_tokens":0,"prompt_tokens":155,"cache_hit_rate":0.0},{"model":"deepseek-v4.1-flash-ark","requests":4,"tokens":204,"cached_tokens":0,"prompt_tokens":178,"cache_hit_rate":0.0},{"model":"fikra-tts","requests":17,"tokens":0,"cached_tokens":0,"prompt_tokens":0,"cache_hit_rate":null},{"model":"fikra-stt","requests":8,"tokens":0,"cached_tokens":0,"prompt_tokens":0,"cache_hit_rate":null},{"model":"fikra-image","requests":1,"tokens":0,"cached_tokens":0,"prompt_tokens":0,"cache_hit_rate":null},{"model":"minimax-h3","requests":1,"tokens":0,"cached_tokens":0,"prompt_tokens":0,"cache_hit_rate":null}],"reliability_24h":{"available":false,"probes":0,"success_rate":null,"median_ttft_ms":null,"p95_ttft_ms":null,"per_model":[]},"reliability_7d":{"available":false,"probes":0,"success_rate":null,"median_ttft_ms":null,"p95_ttft_ms":null,"per_model":[]},"caching":[{"model":"deepseek-v4.1-flash-1017","cache_hit_rate":0.0,"cached_tokens":0,"prompt_tokens":2388931200},{"model":"deepseek-v4.1-flash","cache_hit_rate":0.0,"cached_tokens":0,"prompt_tokens":232467614},{"model":"deepseek-v4-1-flash-economy-free","cache_hit_rate":0.0,"cached_tokens":0,"prompt_tokens":1360428},{"model":"qwen3.8-27b","cache_hit_rate":0.0,"cached_tokens":0,"prompt_tokens":770126},{"model":"nvidia-nemotron-3.5-super-vl","cache_hit_rate":0.0,"cached_tokens":0,"prompt_tokens":24780},{"model":"glm-5.3-flash","cache_hit_rate":0.0,"cached_tokens":0,"prompt_tokens":327338},{"model":"deepseek-v4-flash-0731","cache_hit_rate":0.0,"cached_tokens":0,"prompt_tokens":250345},{"model":"deepseek-v4-pro-ark","cache_hit_rate":0.0,"cached_tokens":0,"prompt_tokens":296012},{"model":"mimo-v2.6-pro","cache_hit_rate":0.0,"cached_tokens":0,"prompt_tokens":252918},{"model":"gemini-4-argon","cache_hit_rate":0.0,"cached_tokens":0,"prompt_tokens":124168},{"model":"kimi-k3","cache_hit_rate":0.0,"cached_tokens":0,"prompt_tokens":18326},{"model":"step-5-preview","cache_hit_rate":0.0,"cached_tokens":0,"prompt_tokens":10006},{"model":"fikra-embed","cache_hit_rate":0.0,"cached_tokens":0,"prompt_tokens":23870},{"model":"glm-5.3","cache_hit_rate":0.0,"cached_tokens":0,"prompt_tokens":2127},{"model":"fikra-free-deepseek","cache_hit_rate":0.0,"cached_tokens":0,"prompt_tokens":18176},{"model":"glm-5.2","cache_hit_rate":0.0,"cached_tokens":0,"prompt_tokens":458},{"model":"deepseek-v4-flash-ark","cache_hit_rate":0.0,"cached_tokens":0,"prompt_tokens":155},{"model":"deepseek-v4.1-flash-ark","cache_hit_rate":0.0,"cached_tokens":0,"prompt_tokens":178},{"model":"fikra-tts","cache_hit_rate":null,"cached_tokens":0,"prompt_tokens":0},{"model":"fikra-stt","cache_hit_rate":null,"cached_tokens":0,"prompt_tokens":0},{"model":"fikra-image","cache_hit_rate":null,"cached_tokens":0,"prompt_tokens":0},{"model":"minimax-h3","cache_hit_rate":null,"cached_tokens":0,"prompt_tokens":0}],"integrity":[{"model":"deepseek-v4.1-flash-1017","display_name":"DeepSeek V4.1 Flash 1017","context_window":1048576,"precision":"FP8 weights, FP4 experts, BF16 activations"},{"model":"deepseek-v4.1-flash","display_name":"Deepseek V4.1 Flash","context_window":1048576,"precision":"FP8 weights, FP4 experts, BF16 activations"},{"model":"deepseek-v4-1-flash-economy-free","display_name":"DeepSeek V4.1 Flash Economy free window","context_window":1048576,"precision":"Not published for this route"},{"model":"qwen3.8-27b","display_name":"Qwen 3.8 27B","context_window":1001536,"precision":"Not published by provider"},{"model":"nvidia-nemotron-3.5-super-vl","display_name":"NVIDIA Nemotron 3.5 Super VL","context_window":1048576,"precision":"BF16 or NVFP4, route not published"},{"model":"glm-5.3-flash","display_name":"GLM 5.3 Flash","context_window":327680,"precision":"FP8 (E4M3)"},{"model":"deepseek-v4-flash-0731","display_name":"Deepseek V4.1 Flash 0731","context_window":1048576,"precision":"FP8 (E4M3), BF16 activations"},{"model":"deepseek-v4-pro-ark","display_name":"DeepSeek V4 Pro","context_window":1048576,"precision":"FP8 mixed, BF16 activations"},{"model":"mimo-v2.6-pro","display_name":"MiMo V2.6 Pro","context_window":1048576,"precision":"FP8 (E4M3), BF16 activations"},{"model":"gemini-4-argon","display_name":"Gemini 4 Argon","context_window":1048576,"precision":"Not published by provider"},{"model":"kimi-k3","display_name":"Kimi K3","context_window":1113088,"precision":"BF16"},{"model":"step-5-preview","display_name":"Step 5 Preview","context_window":1048576,"precision":"FP8 (E4M3)"},{"model":"fikra-embed","display_name":"Fikra Embeddings","context_window":null,"precision":"Not applicable (managed embedding endpoint)"},{"model":"glm-5.3","display_name":"GLM 5.3","context_window":327680,"precision":"FP8 (E4M3), BF16 activations"},{"model":"fikra-free-deepseek","display_name":"DeepSeek V4 Flash Free","context_window":1048576,"precision":"FP8 (E4M3), BF16 activations"},{"model":"glm-5.2","display_name":"GLM 5.2","context_window":262144,"precision":"BF16"},{"model":"deepseek-v4-flash-ark","display_name":"DeepSeek V4 Flash","context_window":1048576,"precision":"FP8 (E4M3), BF16 activations"},{"model":"deepseek-v4.1-flash-ark","display_name":"DeepSeek V4.1 Flash","context_window":1048576,"precision":"FP8 weights, FP4 experts, BF16 activations"},{"model":"fikra-tts","display_name":"Fikra Text-to-Speech","context_window":null,"precision":"Not applicable (managed speech endpoint)"},{"model":"fikra-stt","display_name":"Fikra Speech-to-Text","context_window":null,"precision":"Not applicable (managed speech endpoint)"},{"model":"fikra-image","display_name":"Fikra Image","context_window":0,"precision":"Not applicable (managed image endpoint)"},{"model":"minimax-h3","display_name":"MiniMax H3 Video","context_window":0,"precision":"BF16 (video model)"}],"methodology":"Volume is aggregated from stored request usage over the last 30 days, excluding internal probe traffic. Reliability and latency come from a synthetic probe that runs every five minutes and from live request outcomes. Times are UTC. Empty values mean not enough data yet."}