{"slug":"hive-moderation","name":"Hive Moderation","domain":"hivemoderation.com","verdict":"As of 2026-09-09, Claude, Gemini, Grok collectively rank Hive Moderation first for automated video moderation apis for user-generated content platforms. Source: https://modelsagree.com/product/hive-moderation (modelsagree.com, CC BY 4.0).","best_rank":1,"categories":1,"entries":[{"slug":"best-automated-video-moderation-apis-for-user-generated-content-platforms","title":"Best automated video moderation APIs for user-generated content platforms","rank":1,"of":7,"score":15,"appearances":3,"modelRanks":{"Claude":1,"Gemini":1,"Grok":1},"reason":"The category benchmark for video UGC — dense frame-level sampling plus audio/speech and on-screen-text models across a granular taxonomy (NSFW, violence, gore, drugs, hate symbols, self-harm), tuned on massive human-labeled UGC and battle-tested at platforms like Reddit; strong precision/recall out of the box with confidence scores that map cleanly to review queues. Assumes you want turnkey accuracy over building your own pipeline.","reasons":[{"model":"Claude","reason":"The category benchmark for video UGC — dense frame-level sampling plus audio/speech and on-screen-text models across a granular taxonomy (NSFW, violence, gore, drugs, hate symbols, self-harm), tuned on massive human-labeled UGC and battle-tested at platforms like Reddit; strong precision/recall out of the box with confidence scores that map cleanly to review queues. Assumes you want turnkey accuracy over building your own pipeline."},{"model":"Gemini","reason":"The recognized gold standard for UGC video moderation, providing pre-trained, highly specialized models across synchronized visual frames, OCR text, and acoustic/speech audio; leads the industry in granular Trust & Safety taxonomies (hate symbols, violence, self-harm, deepfakes)."},{"model":"Grok","reason":"Best real-world accuracy and lowest false-positive rate on messy UGC visuals, with multimodal video (sampled frames + timestamps), audio, livestream, text, AIGC/deepfake, and 50+ policy categories plus Thorn CSAM path; assumption is a typical UGC platform where a wrong takedown or a miss costs more than API spend"}],"fixes":[{"model":"Claude","fix":"Commercial-only and priced per-unit, so high-volume streaming can get expensive; you're locked into their taxonomy and hosted infra with no self-host option."},{"model":"Gemini","fix":"Prohibitive enterprise contract structures and opaque pricing make it poorly suited for indie developers or early-stage startups needing a frictionless, transparent self-serve model."},{"model":"Grok","fix":"Premium/enterprise pricing and sales-gated high-volume video (billed per extracted frame), so it is not for early-stage or low-risk apps that only need a cheap first-pass NSFW filter"}],"updated":"2026-09-09","rank_history":{"days":["2026-09-07","2026-09-09"],"ranks":[1,1]},"api":"https://modelsagree.com/api/v1/best/best-automated-video-moderation-apis-for-user-generated-content-platforms.json"}],"page":"https://modelsagree.com/product/hive-moderation","check":"https://modelsagree.com/check?q=Hive%20Moderation","updated":"2026-09-09T13:07:58.066Z","attribution":"modelsagree.com, CC BY 4.0"}