Question 1

Which has a larger context window, Nano Banana 2 (Gemini 3.1 Flash Image) or Llama 3.1 70B Instruct?

Accepted Answer

Llama 3.1 70B Instruct has a larger context window: 131K tokens vs 131K. For long documents, large codebases, or extended agent sessions, the larger context window reduces the need to chunk inputs or summarize history.

Question 2

When should I use Nano Banana 2 (Gemini 3.1 Flash Image) vs Llama 3.1 70B Instruct?

Accepted Answer

Choose based on your primary constraint. If you need maximum context capacity, pick the model with the larger window. If cost is your main concern, compare input/output pricing for your expected token ratio. For latency-sensitive applications, check the speed tier of each model.

Question 3

Can Mem0 reduce the context I need for Nano Banana 2 (Gemini 3.1 Flash Image) or Llama 3.1 70B Instruct?

Accepted Answer

Yes. Mem0's persistent memory layer stores user preferences, past decisions, and frequently referenced context outside the model's context window. Instead of replaying full conversation history, only relevant facts are injected — typically reducing input tokens by 70–90%. This makes even smaller context windows practical for long-running applications.

Spec	Nano Banana 2 (Gemini 3.1 Flash Image)	Llama 3.1 70B Instruct
Context window	131,072 tokens (131K)	131,072 tokens (131K)
Max output tokens	65,536 tokens (65K)	N/A
Speed tier	Fast	Deep
Vision	Yes	No
Function calling	No	Yes
Extended thinking	Yes	No
Prompt caching	No	No
Batch API	No	No
Release date	Jun 2026	Jul 2024

Nano Banana 2 (Gemini 3.1 Flash Image) vs Llama 3.1 70B Instruct

Nano Banana 2 (Gemini 3.1 Flash Image)

Llama 3.1 70B Instruct

Full specs

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