Gemini 2.5 Flash Image, a.k.a. "Nano Banana," is now generally available. It is a state of the art image generation model with contextual understanding. It is capable of image generation, edits, and multi-turn conversations. Aspect ratios c…
Model details →Google: Nano Banana (Gemini 2.5 Flash Image) vs timm/resnet18.a1_in1k
Google: Nano Banana (Gemini 2.5 Flash Image) wins on 4 of 6 axes — pricing and capability skew in its favour for most workloads.
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Model details →Side-by-side comparison
| Capability | Google: Nano Banana (Gemini 2.5 Flash Image) | timm/resnet18.a1_in1k | Winner |
|---|---|---|---|
| Context window Maximum number of input tokens the model can attend to in a single request. | 33K | Unknown | 🏆 Google: Nano Banana (Gemini 2.5 Flash Image) |
| Input price (per 1M) Cost per million input tokens billed by the provider. | $0.30 | Custom | 🏆 Google: Nano Banana (Gemini 2.5 Flash Image) |
| Output price (per 1M) Cost per million output tokens billed by the provider. | $2.50 | Custom | 🏆 Google: Nano Banana (Gemini 2.5 Flash Image) |
| Tool / function calling First-class support for emitting structured tool calls. | — | — | Tie |
| Vision input Accepts image inputs alongside text. | Yes | — | 🏆 Google: Nano Banana (Gemini 2.5 Flash Image) |
| Reasoning mode Internal chain-of-thought / extended-thinking support. | — | — | Tie |
Frequently asked questions
Is Google: Nano Banana (Gemini 2.5 Flash Image) better than timm/resnet18.a1_in1k?
Google: Nano Banana (Gemini 2.5 Flash Image) wins on 4 of 6 axes — pricing and capability skew in its favour for most workloads.
What's the price difference between Google: Nano Banana (Gemini 2.5 Flash Image) and timm/resnet18.a1_in1k?
Input: $0.30 vs Custom per 1M tokens. Output: $2.50 vs Custom per 1M tokens.
What context windows do Google: Nano Banana (Gemini 2.5 Flash Image) and timm/resnet18.a1_in1k support?
Google: Nano Banana (Gemini 2.5 Flash Image) supports up to 33K tokens. timm/resnet18.a1_in1k supports up to Unknown tokens.
Do both Google: Nano Banana (Gemini 2.5 Flash Image) and timm/resnet18.a1_in1k support tool calling?
Google: Nano Banana (Gemini 2.5 Flash Image): not advertised. timm/resnet18.a1_in1k: not advertised.