AI Model ComparisonAI Model Comparison

Nova 2.0 Pro Preview (low) vs NVIDIA Nemotron Nano 12B v2 VL (Reasoning): The Ultimate Performance & Pricing Comparison

Deep dive into reasoning, benchmarks, and latency insights.

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Model Snapshot

Key decision metrics at a glance.

Nova 2.0 Pro Preview (low)
Other
Reasoning
6
Coding
2
Multimodal
3
Long Context
4
Blended Price / 1M tokens
$0.003
P95 Latency
1000ms
Tokens per second
136.73tokens/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
129.261tokens/sec

Overall Capabilities

The capability radar provides a holistic view of the Nova 2.0 Pro Preview (low) 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 2.0 Pro Preview (low) 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 2.0 Pro Preview (low)` 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 2.0 Pro Preview (low) vs NVIDIA Nemotron Nano 12B v2 VL (Reasoning) debate, Nova 2.0 Pro Preview (low) scores 60 against NVIDIA Nemotron Nano 12B v2 VL (Reasoning)'s 80. This data-driven approach is essential for any serious Nova 2.0 Pro Preview (low) 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 2.0 Pro Preview (low) 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 2.0 Pro Preview (low)300ms
NVIDIA Nemotron Nano 12B v2 VL (Reasoning)300ms
Tokens per Second
Nova 2.0 Pro Preview (low)136.73
NVIDIA Nemotron Nano 12B v2 VL (Reasoning)129.261
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The Economics of Nova 2.0 Pro Preview (low) vs NVIDIA Nemotron Nano 12B v2 VL (Reasoning)

Power is only one part of the equation. This Nova 2.0 Pro Preview (low) 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.
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Which Model Wins the Nova 2.0 Pro Preview (low) vs NVIDIA Nemotron Nano 12B v2 VL (Reasoning) Battle for You?

Choose Nova 2.0 Pro Preview (low) if...
Cost is a secondary concern to power in your Nova 2.0 Pro Preview (low) 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 2.0 Pro Preview (low) vs NVIDIA Nemotron Nano 12B v2 VL (Reasoning) choice.
You are developing at scale where operational costs are critical.
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Your Questions about the Nova 2.0 Pro Preview (low) vs NVIDIA Nemotron Nano 12B v2 VL (Reasoning) Comparison

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Data source: https://artificialanalysis.ai/

Nova 2.0 Pro Preview (low) vs NVIDIA Nemotron Nano 12B v2 VL (Reasoning) Comparison | Performance, Pricing & Benchmarks