ARKA-AI
Sign InEarly Access
Model Comparison

Llama 3.2 90B Vision vs Llama 4 Maverick

Which AI model is right for you?

Compare Llama 3.2 90B Vision and Llama 4 Maverick across reasoning, speed, writing, coding, and cost. Find the best fit for your workflow or let ARKAbrain choose automatically.

Get Founding AccessSee How ARKAbrain Works

Quick Verdict

Choose Llama 3.2 90B Vision for:

  • Image analysis
  • Visual Q&A
  • Document understanding
  • Multimodal tasks

Meta's multimodal Llama with image understanding capabilities.

Choose Llama 4 Maverick for:

  • Complex reasoning
  • Code generation
  • Research tasks
  • Multilingual applications

Meta's latest flagship open model with frontier-level capabilities.

Head-to-Head Comparison

Llama 3.2 90B Vision

Reasoning
Excellent
Speed
Moderate
Writing
Good
Coding
Good
Cost Efficiency
Good

Llama 4 Maverick

Reasoning
Exceptional
Speed
Moderate
Writing
Excellent
Coding
Exceptional
Cost Efficiency
Good

Ratings are qualitative assessments based on general capabilities. Actual performance may vary by task and context.

When to Use Llama 3.2 90B Vision

Llama 3.2 90B Vision is Meta's first multimodal open model, capable of understanding images alongside text. It brings vision capabilities to the open-source ecosystem.

Strengths

  • Image understanding
  • Open weights
  • Strong reasoning
  • Multimodal native

Considerations

  • Large model size
  • Newer release

When to Use Llama 4 Maverick

Llama 4 Maverick is Meta's newest generation model, delivering breakthrough performance in reasoning, coding, and multilingual tasks. It represents a significant leap over Llama 3.1, competing directly with top proprietary models.

Strengths

  • Frontier-level performance
  • Excellent reasoning
  • Superior coding abilities
  • Strong multilingual
  • Open weights

Considerations

  • Higher inference cost
  • Requires significant compute

How ARKAbrain Decides

Instead of choosing between Llama 3.2 90B Vision and Llama 4 Maverick yourself, ARKAbrain analyzes each request to determine the optimal model. Simple tasks route to efficient models. Complex reasoning goes to more capable ones. You get the best results at the best cost—automatically.

Frequently Asked Questions

Common questions about Llama 3.2 90B Vision vs Llama 4 Maverick

It depends on your use case. Llama 3.2 90B Vision excels at image analysis and visual q&a, while Llama 4 Maverick is better for complex reasoning and code generation. ARKAbrain can automatically select the best model for each request.
Cost-effectiveness depends on your usage patterns. Both models offer competitive pricing. With ARKA-AI's BYOK model, you pay only for actual usage.
Yes! With ARKA-AI, you can add API keys for multiple providers. ARKAbrain automatically routes each request to the optimal model based on the task, so you get the best of both.
Response times vary by task complexity. For simple queries, faster models are selected automatically. For complex reasoning, more thorough models are chosen.
ARKAbrain analyzes your request to determine task complexity, required capabilities, and optimal cost-quality tradeoff. It then routes to the best available model from your configured providers.

Explore Related Content

Stop choosing. Start working.

Let ARKAbrain handle model selection while you focus on what matters—getting great results.

Get Founding Access
BYOK: You stay in control
No token bundles
Cancel anytime
7-day refund on first payment