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All Models Compared: Capabilities and Limits (March 2026)

Published 2026-03-20 · 4 min read

Every model family side by side — resolution, duration, strengths, and real limitations. Based on our testing, not vendor marketing specs.

What this table is (and isn't)

A capability comparison for all model families, based on real testing — not vendor marketing specs. It covers the models themselves; for what Nano Banana runs in production today, see the note at the end.

Model overview

  • Model | Type | Resolution | Max Duration | Released | Core Strength | Key Limitation
  • NB1 | Image | HD default | — | 2024 | Fastest; good Chinese; lowest per-image cost | Unreliable text rendering; conservative creativity
  • NB2 | Image | 4K native | — | 2025 | Up to 14 references; virtual try-on; 4K | Financial content restricted (since Feb 2026)
  • Pro | Image | 4K+ | — | 2025 | Highest instruction accuracy; 2,000+ char prompts; web | Slow; highest cost; not suitable for bulk
  • Veo 3.1 | Video | 1080p | 8s/gen | Oct 2025 | Native audio; dialogue lip sync; highest quality | 8s per generation limit; per-second pricing
  • Seedance 1.0 | Video | 1080p | 12s | Jun 2025 | 7 aspect ratios; fast; lowest cost | No audio; weak narrative capability
  • Seedance 1.5 | Video | 1080p | 12s | Dec 2025 | Audio-visual sync; beat matching; lip sync | Beat sync less stable with slow ambient music
  • Seedance 2.0 | Video | 2K native | 15s | Feb 2026 | Multi-shot narrative; best physics; 2K | Longest generation time; ~10% failure on complex scenes

Image model key differences

  • Reference images: NB1 supports 1 · NB2 up to 14 · Pro multiple
  • Creative flexibility: Pro > NB2 > NB1
  • Generation speed: NB1 > NB2 > Pro
  • Cost: NB1 (lowest) < NB2 < Pro (highest)

Video model key differences

  • Audio support: Veo 3.1 native audio · Seedance 1.5 audio-visual sync · Seedance 2.0 physics audio · Seedance 1.0 no audio
  • Max single duration: Seedance 2.0/1.5 (15s) > Seedance 1.0 (12s) > Veo 3.1 (8s)
  • Physics realism: Seedance 2.0 > Veo 3.1 > Seedance 1.0
  • Dialogue lip sync: Veo 3.1 > Seedance 1.5

How this maps to Nano Banana today

Image generation on Nano Banana runs on Nano Banana 2 Lite, billed by resolution tier: 1 credit per 1K image, 3 for 2K, and 8 for 4K — charged only on success, and 4K requires an active subscription. The standard 2 and Pro tiers above follow public information; verify current specs before committing budget.

Video generation is currently in demo mode: the workbench runs end to end with placeholder results and never charges credits. The estimator shows 25–110 credits per 5-second clip by tier (double for 10 seconds), read from the same pricing table the rest of the site uses.

Head to the case library to see real generated examples — more useful than any spec table.

Put it into practice.

Everything in this guide runs in the same workbench — open it and try the steps while they are fresh.

See the full comparison