Nova Premier vs NVIDIA Nemotron Nano 12B v2 VL (Reasoning): The Ultimate Performance & Pricing Comparison

Deep dive into reasoning, benchmarks, and latency insights.

The Final Verdict in the Nova Premier vs NVIDIA Nemotron Nano 12B v2 VL (Reasoning) Showdown

After a comprehensive analysis, NVIDIA Nemotron Nano 12B v2 VL (Reasoning) emerges as the superior choice for users prioritizing raw intelligence and reasoning. However, Nova Premier remains a highly competitive option, especially for scenarios demanding faster response times and cost-efficiency. This detailed Nova Premier vs NVIDIA Nemotron Nano 12B v2 VL (Reasoning) comparison will break down every critical metric to help you make the best decision.

Explore best-for scenarios•Let the AI Selector recommend next steps

Model Snapshot

Key decision metrics at a glance.

Nova Premier

Other

Reasoning: 2
Coding: 1
Multimodal: 2
Long Context: 2
Blended Price / 1M tokens: $0.005
P95 Latency: 1000ms
Tokens per second: 76.737tokens/sec

NVIDIA Nemotron Nano 12B v2 VL (Reasoning)

Other

Reasoning: 8
Coding: 1
Multimodal: 1
Long Context: 2
Blended Price / 1M tokens: $0.000
P95 Latency: 1000ms
Tokens per second: 130.691tokens/sec

Overall Capabilities

The capability radar provides a holistic view of the Nova Premier vs NVIDIA Nemotron Nano 12B v2 VL (Reasoning) matchup. This chart illustrates each model's strengths and weaknesses at a glance, forming a cornerstone of our Nova Premier vs NVIDIA Nemotron Nano 12B v2 VL (Reasoning) analysis.

This radar chart visually maps the core capabilities (reasoning, coding, math proxy, multimodal, long context) of `Nova Premier` vs `NVIDIA Nemotron Nano 12B v2 VL (Reasoning)`.

Benchmark Breakdown

For a granular look, this chart directly compares scores across standardized benchmarks. In the critical MMLU Pro test, a key part of the Nova Premier vs NVIDIA Nemotron Nano 12B v2 VL (Reasoning) debate, Nova Premier scores 20 against NVIDIA Nemotron Nano 12B v2 VL (Reasoning)'s 80. This data-driven approach is essential for any serious Nova Premier vs NVIDIA Nemotron Nano 12B v2 VL (Reasoning) comparison.

This grouped bar chart provides a side-by-side comparison for each benchmark metric.

Speed & Latency

Speed is a crucial factor in the Nova Premier vs NVIDIA Nemotron Nano 12B v2 VL (Reasoning) decision for interactive applications. The metrics below highlight the trade-offs you should weigh before shipping to production.

Time to First Token

Nova Premier300ms

NVIDIA Nemotron Nano 12B v2 VL (Reasoning)300ms

Tokens per Second

Nova Premier76.737

NVIDIA Nemotron Nano 12B v2 VL (Reasoning)130.691

Head to the playground to validate these results yourself

The Economics of Nova Premier vs NVIDIA Nemotron Nano 12B v2 VL (Reasoning)

Power is only one part of the equation. This Nova Premier vs NVIDIA Nemotron Nano 12B v2 VL (Reasoning) pricing analysis gives you a true sense of value.

Pricing Breakdown

Compare input and output pricing at a glance.

Real-World Cost Scenario

To process 1M input tokens and generate 250k output tokens, Nova Premier would cost $0.006, whereas NVIDIA Nemotron Nano 12B v2 VL (Reasoning) would cost $0.000. This practical calculation is vital for any developer considering the Nova Premier vs NVIDIA Nemotron Nano 12B v2 VL (Reasoning) choice.

Review the complete pricing and packaging strategy

Which Model Wins the Nova Premier vs NVIDIA Nemotron Nano 12B v2 VL (Reasoning) Battle for You?

Choose Nova Premier if...

Cost is a secondary concern to power in your Nova Premier vs NVIDIA Nemotron Nano 12B v2 VL (Reasoning) decision.

You need the most advanced reasoning capabilities available.

Your use case demands cutting-edge AI performance.

Choose NVIDIA Nemotron Nano 12B v2 VL (Reasoning) if...

You need a highly responsive model for user-facing applications.

Your budget is a primary consideration in the Nova Premier vs NVIDIA Nemotron Nano 12B v2 VL (Reasoning) choice.

You are developing at scale where operational costs are critical.

Explore all Best picks Use the AI Selector for a tailored recommendation

Your Questions about the Nova Premier vs NVIDIA Nemotron Nano 12B v2 VL (Reasoning) Comparison

Review the full evaluation methodology · Read the latest analysis posts

Data source: https://artificialanalysis.ai/