Coder‑Large is a 32 B‑parameter offspring of Qwen 2.5‑Instruct that has been further trained on permissively‑licensed GitHub, CodeSearchNet and synthetic bug‑fix corpora. It supports a 32k context window, enabling multi‑file refactoring or …
Model details →Arcee AI: Coder Large vs Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) wins on 3 of 6 axes — pricing and capability skew in its favour for most workloads.
Gemini 3.1 Flash Image Preview, a.k.a. "Nano Banana 2," is Google’s latest state of the art image generation and editing model, delivering Pro-level visual quality at Flash speed. It combines advanced contextual understanding with fast, cos…
Model details →Side-by-side comparison
| Capability | Arcee AI: Coder Large | Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) | Winner |
|---|---|---|---|
| Context window Maximum number of input tokens the model can attend to in a single request. | 33K | 66K | 🏆 Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) |
| Input price (per 1M) Cost per million input tokens billed by the provider. | $0.50 | $0.50 | Tie |
| Output price (per 1M) Cost per million output tokens billed by the provider. | $0.80 | $3.00 | 🏆 Arcee AI: Coder Large |
| Tool / function calling First-class support for emitting structured tool calls. | — | — | Tie |
| Vision input Accepts image inputs alongside text. | — | Yes | 🏆 Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) |
| Reasoning mode Internal chain-of-thought / extended-thinking support. | — | Yes | 🏆 Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) |
Frequently asked questions
Is Arcee AI: Coder Large better than Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)?
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) wins on 3 of 6 axes — pricing and capability skew in its favour for most workloads.
What's the price difference between Arcee AI: Coder Large and Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)?
Input: $0.50 vs $0.50 per 1M tokens. Output: $0.80 vs $3.00 per 1M tokens.
What context windows do Arcee AI: Coder Large and Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) support?
Arcee AI: Coder Large supports up to 33K tokens. Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) supports up to 66K tokens.
Do both Arcee AI: Coder Large and Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview) support tool calling?
Arcee AI: Coder Large: not advertised. Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview): not advertised.