Nano Banana Pro is Google’s most advanced image-generation and editing model, built on Gemini 3 Pro. It extends the original Nano Banana with significantly improved multimodal reasoning, real-world grounding, and high-fidelity visual synthe…
Model details →Google: Nano Banana Pro (Gemini 3 Pro Image Preview) vs Morph: Morph V3 Fast
Morph: Morph V3 Fast wins on 3 of 6 axes — pricing and capability skew in its favour for most workloads.
Morph's fastest apply model for code edits. ~10,500 tokens/sec with 96% accuracy for rapid code transformations. The model requires the prompt to be in the following format: <instruction>{instruction}</instruction> <code>{initial_code}</c…
Model details →Side-by-side comparison
| Capability | Google: Nano Banana Pro (Gemini 3 Pro Image Preview) | Morph: Morph V3 Fast | Winner |
|---|---|---|---|
| Context window Maximum number of input tokens the model can attend to in a single request. | 66K | 82K | 🏆 Morph: Morph V3 Fast |
| Input price (per 1M) Cost per million input tokens billed by the provider. | $2.00 | $0.80 | 🏆 Morph: Morph V3 Fast |
| Output price (per 1M) Cost per million output tokens billed by the provider. | $12.00 | $1.20 | 🏆 Morph: Morph V3 Fast |
| Tool / function calling First-class support for emitting structured tool calls. | — | — | Tie |
| Vision input Accepts image inputs alongside text. | Yes | — | 🏆 Google: Nano Banana Pro (Gemini 3 Pro Image Preview) |
| Reasoning mode Internal chain-of-thought / extended-thinking support. | Yes | — | 🏆 Google: Nano Banana Pro (Gemini 3 Pro Image Preview) |
Frequently asked questions
Is Google: Nano Banana Pro (Gemini 3 Pro Image Preview) better than Morph: Morph V3 Fast?
Morph: Morph V3 Fast wins on 3 of 6 axes — pricing and capability skew in its favour for most workloads.
What's the price difference between Google: Nano Banana Pro (Gemini 3 Pro Image Preview) and Morph: Morph V3 Fast?
Input: $2.00 vs $0.80 per 1M tokens. Output: $12.00 vs $1.20 per 1M tokens.
What context windows do Google: Nano Banana Pro (Gemini 3 Pro Image Preview) and Morph: Morph V3 Fast support?
Google: Nano Banana Pro (Gemini 3 Pro Image Preview) supports up to 66K tokens. Morph: Morph V3 Fast supports up to 82K tokens.
Do both Google: Nano Banana Pro (Gemini 3 Pro Image Preview) and Morph: Morph V3 Fast support tool calling?
Google: Nano Banana Pro (Gemini 3 Pro Image Preview): not advertised. Morph: Morph V3 Fast: not advertised.