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"samePrecisionMultipleSellers": false, "sellerKeys": [ "alibaba" ] }, { "slug": "qwen/qwen3.7-plus", "endpointRows": 1, "distinctSellers": 1, "declaredPrecisionRows": 0, "unknownPrecisionRows": 1, "samePrecisionMultipleSellers": false, "sellerKeys": [ "alibaba" ] }, { "slug": "qwen/qwen3.8-2.4t-a95b", "endpointRows": 7, "distinctSellers": 7, "declaredPrecisionRows": 2, "unknownPrecisionRows": 5, "samePrecisionMultipleSellers": false, "sellerKeys": [ "alibaba", "deepinfra", "modal", "novita", "siliconflow", "together", "venice" ] }, { "slug": "qwen/qwen3.8-27b", "endpointRows": 18, "distinctSellers": 18, "declaredPrecisionRows": 11, "unknownPrecisionRows": 7, "samePrecisionMultipleSellers": true, "sellerKeys": [ "akashml", "alibaba", "cerebras", "chutes", "cloudflare", "coreweave", "darkbloom", "deepinfra", "dekallm", "ionstream", "mancer2", "modelrun", "novita", "parasail", "phala", "reka", "venice", "wafer" ] }, { "slug": "qwen/qwen3.8-flash", "endpointRows": 1, "distinctSellers": 1, "declaredPrecisionRows": 0, "unknownPrecisionRows": 1, "samePrecisionMultipleSellers": false, "sellerKeys": [ "alibaba" ] }, { "slug": "qwen/qwen3.8-max-0902", "endpointRows": 1, "distinctSellers": 1, "declaredPrecisionRows": 0, "unknownPrecisionRows": 1, "samePrecisionMultipleSellers": false, "sellerKeys": [ "alibaba" ] }, { "slug": "qwen/qwen3.8-max-prime", "endpointRows": 1, "distinctSellers": 1, "declaredPrecisionRows": 0, "unknownPrecisionRows": 1, "samePrecisionMultipleSellers": false, "sellerKeys": [ "alibaba" ] }, { "slug": "qwen/qwen3.8-omni-flash", "endpointRows": 1, "distinctSellers": 1, "declaredPrecisionRows": 0, "unknownPrecisionRows": 1, "samePrecisionMultipleSellers": false, "sellerKeys": [ "alibaba" ] }, { "slug": "rekaai/reka-edge", "endpointRows": 1, "distinctSellers": 1, "declaredPrecisionRows": 0, "unknownPrecisionRows": 1, "samePrecisionMultipleSellers": false, "sellerKeys": [ "reka" ] }, { "slug": "rekaai/reka-flash-3", "endpointRows": 1, "distinctSellers": 1, "declaredPrecisionRows": 0, "unknownPrecisionRows": 1, "samePrecisionMultipleSellers": false, "sellerKeys": [ "reka" ] }, { "slug": "relace/relace-apply-3", "endpointRows": 1, "distinctSellers": 1, "declaredPrecisionRows": 1, "unknownPrecisionRows": 0, "samePrecisionMultipleSellers": false, "sellerKeys": [ "relace" ] }, { "slug": "relace/relace-search", "endpointRows": 1, "distinctSellers": 1, "declaredPrecisionRows": 1, "unknownPrecisionRows": 0, "samePrecisionMultipleSellers": false, "sellerKeys": [ "relace" ] }, { "slug": "sakana/fugu-max", "endpointRows": 1, "distinctSellers": 1, "declaredPrecisionRows": 0, "unknownPrecisionRows": 1, "samePrecisionMultipleSellers": false, "sellerKeys": [ "sakanaai" ] }, { "slug": "sakana/fugu-ultra", "endpointRows": 1, "distinctSellers": 1, "declaredPrecisionRows": 0, "unknownPrecisionRows": 1, "samePrecisionMultipleSellers": false, "sellerKeys": [ "sakanaai" ] }, { "slug": "sakana/fugu-ultra-v2", "endpointRows": 1, "distinctSellers": 1, "declaredPrecisionRows": 0, "unknownPrecisionRows": 1, "samePrecisionMultipleSellers": false, "sellerKeys": [ "sakanaai" ] }, { "slug": "sakana/sakana-namazu", "endpointRows": 1, "distinctSellers": 1, "declaredPrecisionRows": 0, "unknownPrecisionRows": 1, "samePrecisionMultipleSellers": false, "sellerKeys": [ "sakanaai" ] }, { "slug": "sao10k/l3-lunaris-8b", "endpointRows": 3, "distinctSellers": 3, "declaredPrecisionRows": 3, "unknownPrecisionRows": 0, "samePrecisionMultipleSellers": true, "sellerKeys": [ "deepinfra", "novita", "parasail" ] }, { "slug": "sao10k/l3.1-euryale-70b", "endpointRows": 2, "distinctSellers": 2, "declaredPrecisionRows": 2, "unknownPrecisionRows": 0, "samePrecisionMultipleSellers": true, "sellerKeys": [ "deepinfra", "novita" ] }, { "slug": "sao10k/l3.3-euryale-70b", "endpointRows": 1, "distinctSellers": 1, "declaredPrecisionRows": 1, "unknownPrecisionRows": 0, "samePrecisionMultipleSellers": false, "sellerKeys": [ "nextbit" ] }, { "slug": "stepfun/step-3.5-flash", "endpointRows": 1, "distinctSellers": 1, "declaredPrecisionRows": 1, "unknownPrecisionRows": 0, "samePrecisionMultipleSellers": false, "sellerKeys": [ "siliconflow" ] }, { "slug": "stepfun/step-3.7-flash", "endpointRows": 2, "distinctSellers": 2, "declaredPrecisionRows": 2, "unknownPrecisionRows": 0, "samePrecisionMultipleSellers": true, "sellerKeys": [ "novita", "stepfun" ] }, { "slug": "tencent/hunyuan-a13b-instruct", "endpointRows": 1, "distinctSellers": 1, "declaredPrecisionRows": 1, "unknownPrecisionRows": 0, "samePrecisionMultipleSellers": false, "sellerKeys": [ "siliconflow" ] }, { "slug": "tencent/hy-mt2-1.8b", "endpointRows": 1, "distinctSellers": 1, "declaredPrecisionRows": 1, "unknownPrecisionRows": 0, "samePrecisionMultipleSellers": false, "sellerKeys": [ "tencent" ] }, { "slug": "tencent/hy-mt2-30b-a3b", "endpointRows": 1, "distinctSellers": 1, "declaredPrecisionRows": 1, "unknownPrecisionRows": 0, "samePrecisionMultipleSellers": false, "sellerKeys": [ "tencent" ] }, { "slug": "tencent/hy-mt2-7b", "endpointRows": 1, "distinctSellers": 1, "declaredPrecisionRows": 1, "unknownPrecisionRows": 0, "samePrecisionMultipleSellers": false, "sellerKeys": [ "tencent" ] }, { "slug": "tencent/hy3", "endpointRows": 6, "distinctSellers": 6, "declaredPrecisionRows": 4, "unknownPrecisionRows": 2, "samePrecisionMultipleSellers": true, "sellerKeys": [ "atlascloud", "deepinfra", "gmicloud", "novita", "phala", "tencent" ] }, { "slug": "tencent/hy3-preview", "endpointRows": 1, "distinctSellers": 1, "declaredPrecisionRows": 1, "unknownPrecisionRows": 0, "samePrecisionMultipleSellers": false, "sellerKeys": [ "gmicloud" ] }, { "slug": "tencent/hy4-preview", "endpointRows": 4, "distinctSellers": 4, "declaredPrecisionRows": 4, "unknownPrecisionRows": 0, "samePrecisionMultipleSellers": true, "sellerKeys": [ "deepinfra", "novita", "siliconflow", "tencent" ] }, { "slug": "thedrummer/cydonia-24b-v4.1", "endpointRows": 1, "distinctSellers": 1, "declaredPrecisionRows": 1, "unknownPrecisionRows": 0, "samePrecisionMultipleSellers": false, "sellerKeys": [ "parasail" ] }, { "slug": "thedrummer/skyfall-36b-v2", "endpointRows": 1, "distinctSellers": 1, "declaredPrecisionRows": 1, "unknownPrecisionRows": 0, "samePrecisionMultipleSellers": false, "sellerKeys": [ "parasail" ] }, { "slug": "thedrummer/unslopnemo-12b", "endpointRows": 1, "distinctSellers": 1, "declaredPrecisionRows": 1, "unknownPrecisionRows": 0, "samePrecisionMultipleSellers": false, "sellerKeys": [ "parasail" ] }, { "slug": "thinkingmachines/inkling", "endpointRows": 2, "distinctSellers": 2, "declaredPrecisionRows": 1, "unknownPrecisionRows": 1, "samePrecisionMultipleSellers": false, "sellerKeys": [ "deepinfra", "together" ] }, { "slug": "thinkingmachines/inkling-small", "endpointRows": 1, "distinctSellers": 1, "declaredPrecisionRows": 1, "unknownPrecisionRows": 0, "samePrecisionMultipleSellers": false, "sellerKeys": [ "deepinfra" ] }, { "slug": "unbiased/pareto", "endpointRows": 1, "distinctSellers": 1, "declaredPrecisionRows": 0, "unknownPrecisionRows": 1, "samePrecisionMultipleSellers": false, "sellerKeys": [ "unbiased" ] }, { "slug": "unbiased/pareto-26.10-preview", "endpointRows": 1, "distinctSellers": 1, "declaredPrecisionRows": 0, "unknownPrecisionRows": 1, "samePrecisionMultipleSellers": false, "sellerKeys": [ "unbiased" ] }, { "slug": "undi95/remm-slerp-l2-13b", "endpointRows": 2, "distinctSellers": 2, "declaredPrecisionRows": 2, "unknownPrecisionRows": 0, "samePrecisionMultipleSellers": false, "sellerKeys": [ "mancer2", "nextbit" ] }, { "slug": "upstage/solar-mini4", "endpointRows": 2, "distinctSellers": 1, "declaredPrecisionRows": 0, "unknownPrecisionRows": 2, "samePrecisionMultipleSellers": false, "sellerKeys": [ "upstage" ] }, { "slug": "upstage/solar-pro-3", "endpointRows": 1, "distinctSellers": 1, "declaredPrecisionRows": 0, "unknownPrecisionRows": 1, "samePrecisionMultipleSellers": false, "sellerKeys": [ "upstage" ] }, { "slug": "upstage/solar-pro4", "endpointRows": 2, "distinctSellers": 1, "declaredPrecisionRows": 0, "unknownPrecisionRows": 2, "samePrecisionMultipleSellers": false, "sellerKeys": [ "upstage" ] }, { "slug": "writer/palmyra-x5", "endpointRows": 1, "distinctSellers": 1, "declaredPrecisionRows": 0, "unknownPrecisionRows": 1, "samePrecisionMultipleSellers": false, "sellerKeys": [ "amazonbedrock" ] }, { "slug": "x-ai/grok-4.20", "endpointRows": 4, "distinctSellers": 1, "declaredPrecisionRows": 0, "unknownPrecisionRows": 4, "samePrecisionMultipleSellers": false, "sellerKeys": [ "xai" ] }, { "slug": "x-ai/grok-4.20-multi-agent", "endpointRows": 4, "distinctSellers": 1, "declaredPrecisionRows": 0, "unknownPrecisionRows": 4, "samePrecisionMultipleSellers": false, "sellerKeys": [ "xai" ] }, { "slug": "x-ai/grok-4.3", "endpointRows": 4, "distinctSellers": 1, "declaredPrecisionRows": 0, "unknownPrecisionRows": 4, "samePrecisionMultipleSellers": false, "sellerKeys": [ "xai" ] }, { "slug": "x-ai/grok-4.5", "endpointRows": 4, "distinctSellers": 1, "declaredPrecisionRows": 0, "unknownPrecisionRows": 4, "samePrecisionMultipleSellers": false, "sellerKeys": [ "xai" ] }, { "slug": "x-ai/grok-4.6", "endpointRows": 6, "distinctSellers": 2, "declaredPrecisionRows": 0, "unknownPrecisionRows": 6, "samePrecisionMultipleSellers": false, "sellerKeys": [ "amazonbedrock", "xai" ] }, { "slug": "x-ai/grok-4.7", "endpointRows": 5, "distinctSellers": 1, "declaredPrecisionRows": 0, "unknownPrecisionRows": 5, "samePrecisionMultipleSellers": false, "sellerKeys": [ "xai" ] }, { "slug": "x-ai/grok-build-0.1", "endpointRows": 4, "distinctSellers": 1, "declaredPrecisionRows": 0, "unknownPrecisionRows": 4, "samePrecisionMultipleSellers": false, "sellerKeys": [ "xai" ] }, { "slug": "xiaomi/mimo-v2.5", "endpointRows": 5, "distinctSellers": 5, "declaredPrecisionRows": 4, "unknownPrecisionRows": 1, "samePrecisionMultipleSellers": true, "sellerKeys": [ "gmicloud", "novita", "streamlake", "venice", "xiaomi" ] }, { "slug": "xiaomi/mimo-v2.5-pro", "endpointRows": 6, "distinctSellers": 6, "declaredPrecisionRows": 3, "unknownPrecisionRows": 3, "samePrecisionMultipleSellers": true, "sellerKeys": [ "atlascloud", "digitalocean", "gmicloud", "novita", "streamlake", "xiaomi" ] }, { "slug": "xiaomi/mimo-v2.6-flash", "endpointRows": 7, "distinctSellers": 7, "declaredPrecisionRows": 7, "unknownPrecisionRows": 0, "samePrecisionMultipleSellers": true, "sellerKeys": [ "darkbloom", "deepinfra", "gmicloud", "ionet", "novita", "venice", "xiaomi" ] }, { "slug": "xiaomi/mimo-v2.6-pro", "endpointRows": 4, "distinctSellers": 4, "declaredPrecisionRows": 4, "unknownPrecisionRows": 0, "samePrecisionMultipleSellers": true, "sellerKeys": [ "deepinfra", "gmicloud", "novita", "xiaomi" ] }, { "slug": "xiaomi/mimo-v2.6-pro-ultraspeed", "endpointRows": 1, "distinctSellers": 1, "declaredPrecisionRows": 1, "unknownPrecisionRows": 0, "samePrecisionMultipleSellers": false, "sellerKeys": [ "xiaomi" ] }, { "slug": "z-ai/glm-4.5", "endpointRows": 1, "distinctSellers": 1, "declaredPrecisionRows": 1, "unknownPrecisionRows": 0, "samePrecisionMultipleSellers": false, "sellerKeys": [ "zai" ] }, { "slug": "z-ai/glm-4.5-air", "endpointRows": 3, "distinctSellers": 3, "declaredPrecisionRows": 3, "unknownPrecisionRows": 0, "samePrecisionMultipleSellers": true, "sellerKeys": [ "novita", "siliconflow", "zai" ] }, { "slug": "z-ai/glm-4.5v", "endpointRows": 2, "distinctSellers": 2, "declaredPrecisionRows": 2, "unknownPrecisionRows": 0, "samePrecisionMultipleSellers": true, "sellerKeys": [ "novita", "zai" ] }, { "slug": "z-ai/glm-4.6", "endpointRows": 4, "distinctSellers": 4, "declaredPrecisionRows": 4, "unknownPrecisionRows": 0, "samePrecisionMultipleSellers": true, "sellerKeys": [ "deepinfra", "novita", "venice", "zai" ] }, { "slug": "z-ai/glm-4.6v", "endpointRows": 2, "distinctSellers": 2, "declaredPrecisionRows": 2, "unknownPrecisionRows": 0, "samePrecisionMultipleSellers": false, "sellerKeys": [ "novita", "zai" ] }, { "slug": "z-ai/glm-4.7", "endpointRows": 6, "distinctSellers": 6, "declaredPrecisionRows": 5, "unknownPrecisionRows": 1, "samePrecisionMultipleSellers": true, "sellerKeys": [ "deepinfra", "google", "mancer2", "novita", "venice", "zai" ] }, { "slug": "z-ai/glm-4.7-flash", "endpointRows": 3, "distinctSellers": 3, "declaredPrecisionRows": 2, "unknownPrecisionRows": 1, "samePrecisionMultipleSellers": false, "sellerKeys": [ "cloudflare", "novita", "venice" ] }, { "slug": "z-ai/glm-5", "endpointRows": 8, "distinctSellers": 8, "declaredPrecisionRows": 7, "unknownPrecisionRows": 1, "samePrecisionMultipleSellers": true, "sellerKeys": [ "amazonbedrock", "baidu", "gmicloud", "novita", "siliconflow", "streamlake", "venice", "zai" ] }, { "slug": "z-ai/glm-5-turbo", "endpointRows": 1, "distinctSellers": 1, "declaredPrecisionRows": 0, "unknownPrecisionRows": 1, "samePrecisionMultipleSellers": false, "sellerKeys": [ "zai" ] }, { "slug": "z-ai/glm-5.1", "endpointRows": 13, "distinctSellers": 13, "declaredPrecisionRows": 11, "unknownPrecisionRows": 2, "samePrecisionMultipleSellers": true, "sellerKeys": [ "alibaba", "atlascloud", "baidu", "chutes", "friendli", "gmicloud", "nebius", "novita", "phala", "siliconflow", "streamlake", "venice", "zai" ] }, { "slug": "z-ai/glm-5.2", "endpointRows": 33, "distinctSellers": 26, "declaredPrecisionRows": 23, "unknownPrecisionRows": 10, "samePrecisionMultipleSellers": true, "sellerKeys": [ "alibaba", "atlascloud", "baidu", "baseten", "cloudflare", "coreweave", "decart", "deepinfra", "digitalocean", "friendli", "gmicloud", "inceptron", "inferencenet", "mistral", "morph", "nebius", "novita", "parasail", "phala", "relace", "siliconflow", "streamlake", "together", "venice", "wafer", "zai" ] }, { "slug": "z-ai/glm-5.3", "endpointRows": 41, "distinctSellers": 32, "declaredPrecisionRows": 21, "unknownPrecisionRows": 20, "samePrecisionMultipleSellers": true, "sellerKeys": [ "akashml", "alibaba", "atlascloud", "baidu", "baseten", "cloudflare", "crusoe", "decart", "deepinfra", "digitalocean", "fireworks", "friendli", "gmicloud", "inceptron", "inferencenet", "makora", "mistral", "modal", "morph", "nebius", "novita", "parasail", "phala", "primeintellect", "reka", "relace", "sailresearch", "siliconflow", "together", "venice", "wafer", "zai" ] }, { "slug": "z-ai/glm-5.3-flash", "endpointRows": 33, "distinctSellers": 30, "declaredPrecisionRows": 20, "unknownPrecisionRows": 13, "samePrecisionMultipleSellers": true, "sellerKeys": [ "atlascloud", "baseten", "cloudflare", "coreweave", "crusoe", "decart", "deepinfra", "dekallm", "digitalocean", "fireworks", "friendli", "gmicloud", "inceptron", "inferencenet", "modal", "morph", "nearai", "novita", "openinference", "parasail", "phala", "reka", "relace", "sailresearch", "siliconflow", "streamlake", "together", "venice", "wafer", "zai" ] }, { "slug": "z-ai/glm-5.3-flashx", "endpointRows": 1, "distinctSellers": 1, "declaredPrecisionRows": 1, "unknownPrecisionRows": 0, "samePrecisionMultipleSellers": false, "sellerKeys": [ "zai" ] }, { "slug": "z-ai/glm-5.3-prime", "endpointRows": 1, "distinctSellers": 1, "declaredPrecisionRows": 0, "unknownPrecisionRows": 1, "samePrecisionMultipleSellers": false, "sellerKeys": [ "alibaba" ] }, { "slug": "z-ai/glm-5v-turbo", "endpointRows": 1, "distinctSellers": 1, "declaredPrecisionRows": 1, "unknownPrecisionRows": 0, "samePrecisionMultipleSellers": false, "sellerKeys": [ "zai" ] } ], "limits": [ "The population is published standard catalogue models and their retained marketplace offers, not the whole inference market.", "Seller owners are canonicalised using the publication policy. Service tiers do not count as competing sellers.", "Same declared precision only identifies potential comparison coverage. Context, modalities, service tiers, cache terms and endpoint quality still require checks.", "Precision and availability are provider/feed declarations. No endpoint was called and no task performance, security or provider reliability was measured.", "No benchmark scores or Artificial Analysis data enter this report." ], "inputs": [ { "path": "data/models.json", "sha256": "d20f056dd649325cb7828cb205a2e15ecc691e4bcee660bcf3b5b9abe31f64bc" }, { "path": "data/offers.json", "sha256": "b222c05be0d43e48bb505c7529d0bc82cec330f7941633046eefc87c6c83d7b2" } ] }