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 Pro (Gemini 3 Pro Image Preview)
Google: Nano Banana Pro (Gemini 3 Pro Image Preview) wins on 3 of 6 axes — pricing and capability skew in its favour for most workloads.
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 →Side-by-side comparison
| Capability | Arcee AI: Coder Large | Google: Nano Banana Pro (Gemini 3 Pro Image Preview) | Winner |
|---|---|---|---|
| Context window Maximum number of input tokens the model can attend to in a single request. | 33K | 66K | 🏆 Google: Nano Banana Pro (Gemini 3 Pro Image Preview) |
| Input price (per 1M) Cost per million input tokens billed by the provider. | $0.50 | $2.00 | 🏆 Arcee AI: Coder Large |
| Output price (per 1M) Cost per million output tokens billed by the provider. | $0.80 | $12.00 | 🏆 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 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 Arcee AI: Coder Large better than Google: Nano Banana Pro (Gemini 3 Pro Image Preview)?
Google: Nano Banana Pro (Gemini 3 Pro 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 Pro (Gemini 3 Pro Image Preview)?
Input: $0.50 vs $2.00 per 1M tokens. Output: $0.80 vs $12.00 per 1M tokens.
What context windows do Arcee AI: Coder Large and Google: Nano Banana Pro (Gemini 3 Pro Image Preview) support?
Arcee AI: Coder Large supports up to 33K tokens. Google: Nano Banana Pro (Gemini 3 Pro Image Preview) supports up to 66K tokens.
Do both Arcee AI: Coder Large and Google: Nano Banana Pro (Gemini 3 Pro Image Preview) support tool calling?
Arcee AI: Coder Large: not advertised. Google: Nano Banana Pro (Gemini 3 Pro Image Preview): not advertised.