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Pick up to three. Scores are curated estimates on a 0–10 scale. Lock-in: higher = worse.

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DimensionLuma AIReplicate
Overall7.77.8
Capability fit8.88.4
Price / performance7.06.0
Latency / reliability8.08.2
Developer & agent DX8.09.4
Privacy / data retention7.07.0
Lock-in risk (higher = worse)5.04.0
Maturity / track record7.88.8
PricingAs of 2026-09-14: Dream Machine video and multimodal APIs with credit/subscription packaging plus builder API. Compare unit economics vs Runway/Pika/Fal-hosted video models for you…Run Cog models per-second; prediction-based billing; higher effective GPU cost, lowest friction.