{"slug":"byteplus-modelark","name":"BytePlus ModelArk","publisher":"BytePlus","kind":"app","summary":"Model APIs and SDKs for reasoning, multimodal understanding, and image and video generation or editing.","homepage":"https://www.byteplus.com/en/product/modelark","docsUrl":"https://docs.byteplus.com/docs/ModelArk/product-overview","functions":["generate","reason","transform"],"costRange":"unknown","recordId":"cmp_byteplus-modelark","hasMcp":false,"hasApi":true,"costNotes":"Model, region, access and billing rules vary. The documented cloud MCP feature consumes tools; no public ModelArk MCP server was verified. Quality and throughput claims were not measured.","composabilityRationale":"Use its declared http, sdk surface for the listed capability slices. Source review does not establish integration success or observed usage.","interfaces":[{"kind":"http","specUrl":"https://docs.byteplus.com/docs/ModelArk/product-overview"},{"kind":"sdk","specUrl":"https://docs.byteplus.com/docs/ModelArk/product-overview"}],"origin":"intake","tweets":[],"notes":[],"sources":[{"kind":"docs","label":"BytePlus ModelArk official documentation","url":"https://docs.byteplus.com/docs/ModelArk/product-overview","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"}],"slices":[{"functionId":"generate","label":"Generate","note":"Model, region, access and billing rules vary. The documented cloud MCP feature consumes tools; no public ModelArk MCP server was verified. Quality and throughput claims were not measured.","cost":"unknown"},{"functionId":"reason","label":"Reason","note":"Model, region, access and billing rules vary. The documented cloud MCP feature consumes tools; no public ModelArk MCP server was verified. Quality and throughput claims were not measured.","cost":"unknown"},{"functionId":"transform","label":"Transform","note":"Model, region, access and billing rules vary. The documented cloud MCP feature consumes tools; no public ModelArk MCP server was verified. Quality and throughput claims were not measured.","cost":"unknown"}],"claims":{"name":"BytePlus ModelArk","summary":"Model APIs and SDKs for reasoning, multimodal understanding, and image and video generation or editing.","kind":"app","publisher":"BytePlus","homepage":"https://www.byteplus.com/en/product/modelark","docsUrl":"https://docs.byteplus.com/docs/ModelArk/product-overview","costRange":"unknown","costNotes":"Model, region, access and billing rules vary. The documented cloud MCP feature consumes tools; no public ModelArk MCP server was verified. Quality and throughput claims were not measured.","functions":["generate","reason","transform"],"slices":[{"functionId":"generate","label":"Generate","note":"Model, region, access and billing rules vary. The documented cloud MCP feature consumes tools; no public ModelArk MCP server was verified. Quality and throughput claims were not measured.","cost":"unknown"},{"functionId":"reason","label":"Reason","note":"Model, region, access and billing rules vary. The documented cloud MCP feature consumes tools; no public ModelArk MCP server was verified. Quality and throughput claims were not measured.","cost":"unknown"},{"functionId":"transform","label":"Transform","note":"Model, region, access and billing rules vary. The documented cloud MCP feature consumes tools; no public ModelArk MCP server was verified. Quality and throughput claims were not measured.","cost":"unknown"}],"interfaces":[{"kind":"http","specUrl":"https://docs.byteplus.com/docs/ModelArk/product-overview"},{"kind":"sdk","specUrl":"https://docs.byteplus.com/docs/ModelArk/product-overview"}],"composabilityRationale":"Use its declared http, sdk surface for the listed capability slices. Source review does not establish integration success or observed usage."},"relations":[{"from":"byteplus-modelark","to":"minimax","kind":"alternative-to","note":"Shared functions generate, reason. Same kind and overlapping capability."},{"from":"byteplus-modelark","to":"openai-gpt-image","kind":"fills-same-slot-as","note":"Shared functions generate, transform. Can fill the same function slot."},{"from":"byteplus-modelark","to":"alibaba-model-studio","kind":"alternative-to","note":"Shared functions generate, reason. Same kind and overlapping capability."},{"from":"byteplus-modelark","to":"41-open-source-llms-evaluated-on-19-benchmarks","kind":"fills-same-slot-as","note":"Shared functions generate, reason. Can fill the same function slot."},{"from":"byteplus-modelark","to":"grok-xai","kind":"fills-same-slot-as","note":"Shared functions generate, reason. Can fill the same function slot."}],"signals":[],"functionProbabilities":[],"claimVerification":[],"explain":{"score":6,"formula":"100 × sum(weight × value) over observed factors only. Unobserved factors are omitted, not zeroed.","factors":[{"id":"github_health","label":"GitHub health","weight":0.18,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"agent_use","label":"Agent use","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"human_notes","label":"Human notes","weight":0.14,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"composability","label":"Composability","weight":0.16,"why":"insufficient evidence","sources":[{"kind":"docs","label":"BytePlus ModelArk official documentation","url":"https://docs.byteplus.com/docs/ModelArk/product-overview","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"}],"evidence":"insufficient"},{"id":"checklist","label":"Checklist","weight":0.1,"value":0.3333333333333333,"contribution":0.03333333333333333,"why":"No MCP surface is declared. An API is declared. Cost is unknown. 1 of 3 checklist fields are complete.","sources":[{"kind":"docs","label":"BytePlus ModelArk official documentation","url":"https://docs.byteplus.com/docs/ModelArk/product-overview","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"}],"evidence":"observed"},{"id":"evidence_quality","label":"Evidence quality","weight":0.14,"value":0.18107144632819594,"contribution":0.025350002485947435,"why":"1 sources cover 1 evidence types. The latest dated evidence is undated. Freshness is omitted unless observed as a signal.","sources":[{"kind":"docs","label":"BytePlus ModelArk official documentation","url":"https://docs.byteplus.com/docs/ModelArk/product-overview","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"}],"evidence":"observed"},{"id":"benchmark","label":"Benchmarks","weight":0.12,"why":"insufficient evidence","sources":[],"evidence":"insufficient"}],"missing":["GitHub health: insufficient evidence","Agent use: insufficient evidence","Human notes: insufficient evidence","Composability: insufficient evidence","Benchmarks: insufficient evidence"]},"score":6}