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Llama 3.2 11B Vision vs Nano Banana Pro (Gemini 3 Pro Image Preview)

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for Llama 3.2 11B Vision and Nano Banana Pro (Gemini 3 Pro Image Preview).

Meta

Llama 3.2 11B Vision

Meta's lightweight open weights vision model, optimized for mobile devices and local deployments. Capable of visual understanding, chart reading, and fast text generation.

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Google

Nano Banana Pro (Gemini 3 Pro Image Preview)

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...

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Technical Specifications

SpecificationLlama 3.2 11B VisionNano Banana Pro (Gemini 3 Pro Image Preview)
ProviderMetaGoogle
Context Window131,072 tokens65,536 tokens
Agent Suitability72/100N/A
Time to First Token (TTFT)150 msN/A
Deployment Modelself hostablemanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-09-252025-11-20

API Pricing Comparison

Input Price per Million Tokens

Llama 3.2 11B Vision

$0.34

Nano Banana Pro (Gemini 3 Pro Image Preview)

$2.00

Output Price per Million Tokens

Llama 3.2 11B Vision

$0.34

Nano Banana Pro (Gemini 3 Pro Image Preview)

$12.00

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
7300.0%vsN/A
Llama 3.2 11B Vision
Nano Banana Pro (Gemini 3 Pro Image Preview)
HumanEvalPython coding & logic synthesis
7500.0%vsN/A
Llama 3.2 11B Vision
Nano Banana Pro (Gemini 3 Pro Image Preview)
MATHComplex mathematical problem solving
5800.0%vsN/A
Llama 3.2 11B Vision
Nano Banana Pro (Gemini 3 Pro Image Preview)
GPQAGraduate-level expert reasoning
3800.0%vsN/A
Llama 3.2 11B Vision
Nano Banana Pro (Gemini 3 Pro Image Preview)
HellaSwagCommonsense reasoning and inference
8200.0%vsN/A
Llama 3.2 11B Vision
Nano Banana Pro (Gemini 3 Pro Image Preview)
MT-BenchMulti-turn conversation flow quality
790.0%vsN/A
Llama 3.2 11B Vision
Nano Banana Pro (Gemini 3 Pro Image Preview)

Llama 3.2 11B Vision Quirks & Gotchas

  • Lightweight vision model for edge/on-device deployments
  • Limited tool calling — use Llama 4 for production agentic tasks

Nano Banana Pro (Gemini 3 Pro Image Preview) Quirks & Gotchas

No developer gotchas reported.