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VidLab vs Curatrix

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

VidLab compared with Curatrix
DetailVidLab logo VidLabCuratrix logo Curatrix
What it doesOne API for every top video, image and audio model, routed to the cheapest provider Multimodal annotation platform for skilled work
StageNot given Not given
FoundedNot given Not given
Based inNot given DE
Pricing modelPaid Contact for pricing
PricingSeedance 2.5 from $0.06/s (480p), $0.088/s (720p), $0.210/s; Kling 3.0 from $0.09/s; Veo 3.1 from $0.20/s; Hailuo 2.3 from $0.06/s; MiniMax H3 from $0.03/s; Wan 3.0 from $0.04/s; UGC Real 1 $0.03/image; Nano Banana Pro from $0.04/image; Nano Banana 2 from $0.03/image; GPT Image 2 $0.03/image; Seedre Not given
Key features
  • Automatic routing to cheapest provider per request
  • Pay only on successful requests; failed calls cost nothing
  • Ready-made ad formats like talking head UGC, street interviews and product commercials
  • Single API key for video, image and audio models
  • Model Claude Agent integration via MCP
  • Per-key monthly budget caps
  • Support for uploads up to 20 MB images, 200 MB video, 50 MB audio
  • Results kept for 30 days; links work for 6 hours
  • First-person video capture with head, helmet or chest-mounted cameras
  • Dual-reviewed annotation of tasks, tools, objects and outcomes
  • Privacy processing including face and text removal before release
  • Documented protocols agreed before recording begins
  • Contributor consent tracking and payment per accepted hour
  • Provenance records with capture context, protocol version and processing history
  • Evaluation, research, commercial and enterprise licence tiers
  • Custom dataset collection for specified tasks and environments
  • Formats: MP4 video, Parquet tables, JSON manifest
  • Immutable, versioned releases for reproducible experiments
What makes it different
  • Save up to 90% on GPT Image 2.5 compared to direct provider pricing
  • Only platform routing every call to the cheapest capable provider
  • No charge for failed requests including safety blocks and timeouts
  • Unified billing for 130+ models across video, image and audio in one invoice
  • Real-world field recordings from skilled professionals instead of lab or simulated data
  • Includes failure and recovery episodes with explicit outcome state labels
  • Contributors are paid upfront agreed rates with transparent review decisions
  • Quality assurance with sample re-annotation and written acceptance criteria
  • ISO 27001 and SOC 2 Type II certification in progress
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet no change since last check3 +2 (up) since last check
Trust Flow (Majestic)00
Citation Flow (Majestic)00
Referring domains (Majestic)00

4 details filled in for both companies.

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