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Gemini 3.1 Flash Lite vs Llama 3.2 11B Vision

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 Gemini 3.1 Flash Lite and Llama 3.2 11B Vision.

Google

Gemini 3.1 Flash Lite

Gemini 3.1 Flash Lite is Google’s GA high-efficiency multimodal model optimized for low-latency, high-volume workloads. It supports text, image, video, audio, and PDF inputs, and is designed for lightweight agentic...

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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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Technical Specifications

SpecificationGemini 3.1 Flash LiteLlama 3.2 11B Vision
ProviderGoogleMeta
Context Window1,048,576 tokens131,072 tokens
Agent SuitabilityN/A72/100
Time to First Token (TTFT)N/A150 ms
Deployment Modelmanaged apiself hostable
Production Stabilitybetastable
API AvailableYesYes
Released Date2026-05-072024-09-25

API Pricing Comparison

Input Price per Million Tokens

Gemini 3.1 Flash Lite

$0.25

Llama 3.2 11B Vision

$0.34

Output Price per Million Tokens

Gemini 3.1 Flash Lite

$1.50

Llama 3.2 11B Vision

$0.34

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
N/Avs7300.0%
Gemini 3.1 Flash Lite
Llama 3.2 11B Vision
HumanEvalPython coding & logic synthesis
N/Avs7500.0%
Gemini 3.1 Flash Lite
Llama 3.2 11B Vision
MATHComplex mathematical problem solving
N/Avs5800.0%
Gemini 3.1 Flash Lite
Llama 3.2 11B Vision
GPQAGraduate-level expert reasoning
N/Avs3800.0%
Gemini 3.1 Flash Lite
Llama 3.2 11B Vision
HellaSwagCommonsense reasoning and inference
N/Avs8200.0%
Gemini 3.1 Flash Lite
Llama 3.2 11B Vision
MT-BenchMulti-turn conversation flow quality
N/Avs790.0%
Gemini 3.1 Flash Lite
Llama 3.2 11B Vision

Gemini 3.1 Flash Lite Quirks & Gotchas

No developer gotchas reported.

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