AI tool comparison
Captions vs Veo 3.1 Lite
Which one should you ship with? Here is the side-by-side panel verdict, pricing read, reviewer split, and community vote comparison.
Video & Podcasts
Captions
AI video editor — auto-captions, eye contact, teleprompter
67%
Panel ship
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Community
Free
Entry
Captions is a mobile-first AI video editor. Features include auto-generated captions with trending styles, AI eye contact correction, teleprompter, background removal, and one-tap editing presets. Popular with short-form creators.
Video Generation
Veo 3.1 Lite
Google's cheapest video gen model — $0.05/sec for 1080p text-to-video
75%
Panel ship
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Community
Free
Entry
Veo 3.1 Lite is Google's most cost-effective video generation model, launched March 31, 2026. Available via the Gemini API and Google AI Studio, it supports Text-to-Video and Image-to-Video, generates clips in 4-, 6-, or 8-second durations at up to 1080p resolution, and costs approximately $0.05 per second of video on Vertex AI — less than half the price of Veo 3.1 Fast. The model is aimed at developers building high-volume video applications that need fast iteration at lower cost. It supports both landscape (16:9) and portrait (9:16) aspect ratios, making it suitable for web and mobile content pipelines. Access is via the paid tier of the Gemini API and Google AI Studio. Veo 3.1 Lite positions as the production-grade middle tier in Google's Veo lineup — cheaper and faster than the flagship, still capable of professional-quality output. It's the first Google video model widely accessible to developers through standard API pricing rather than enterprise contracts.
Reviewer scorecard
“The eye contact correction feature alone is worth it — makes webcam recordings look like you're looking at the viewer. Auto-captions in trending styles save hours.”
“Generating hundreds of short-form video variations for A/B testing at $0.05/sec is viable for mid-size creators and agencies. The portrait mode support for 9:16 shows Google is actually thinking about real creator workflows, not just enterprise demos.”
“Mobile-first means some features feel limited on desktop. But for the TikTok/Reels/Shorts workflow — record, caption, correct eye contact, post — it's the fastest path.”
“Google's Veo lineup is a naming disaster — Veo 2, Veo 3, Veo 3.1, Veo 3.1 Fast, Veo 3.1 Lite. Classic Google product fragmentation. Also, an 8-second maximum duration is still very limiting for real content workflows. Runway and Kling remain ahead on duration and creative control — don't abandon them yet.”
“No API, limited export options, mobile-focused. If you need video editing in an automated pipeline, look at Descript or Runway instead.”
“At $0.05 per second, a 30-second video costs $1.50. That changes the unit economics for video apps completely. Vertex integration means it fits existing GCP pipelines without new infrastructure. If quality holds at scale, this is the API to build on for high-volume use cases.”
“Sub-cent-per-second video generation from a tier-1 cloud provider is a pricing threshold moment. When video gen drops below $0.01/sec from a major provider, it'll be embedded in every CMS. We're one model generation away from that point, and Veo 3.1 Lite is the bridge.”
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