Nova 2.0 Lite (medium) vs Granite 4.0 350M: The Ultimate Performance & Pricing Comparison

Deep dive into reasoning, benchmarks, and latency insights.

The Final Verdict in the Nova 2.0 Lite (medium) vs Granite 4.0 350M Showdown

After a comprehensive analysis, Nova 2.0 Lite (medium) emerges as the superior choice for users prioritizing raw intelligence and reasoning. However, Granite 4.0 350M remains a highly competitive option, especially for scenarios demanding faster response times and cost-efficiency. This detailed Nova 2.0 Lite (medium) vs Granite 4.0 350M comparison will break down every critical metric to help you make the best decision.

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Model Snapshot

Key decision metrics at a glance.

Nova 2.0 Lite (medium)

Other

Reasoning: 9
Coding: 2
Multimodal: 2
Long Context: 4
Blended Price / 1M tokens: $0.001
P95 Latency: 1000ms
Tokens per second: 235.765tokens/sec

Granite 4.0 350M

Other

Reasoning: 6
Coding: 1
Multimodal: 1
Long Context: 1
Blended Price / 1M tokens: $0.015
P95 Latency: 1000ms
Tokens per second: —

Overall Capabilities

The capability radar provides a holistic view of the Nova 2.0 Lite (medium) vs Granite 4.0 350M matchup. This chart illustrates each model's strengths and weaknesses at a glance, forming a cornerstone of our Nova 2.0 Lite (medium) vs Granite 4.0 350M analysis.

This radar chart visually maps the core capabilities (reasoning, coding, math proxy, multimodal, long context) of `Nova 2.0 Lite (medium)` vs `Granite 4.0 350M`.

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 Lite (medium) vs Granite 4.0 350M debate, Nova 2.0 Lite (medium) scores 90 against Granite 4.0 350M's 60. This data-driven approach is essential for any serious Nova 2.0 Lite (medium) vs Granite 4.0 350M 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 Lite (medium) vs Granite 4.0 350M 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 Lite (medium)300ms

Granite 4.0 350M300ms

Tokens per Second

Nova 2.0 Lite (medium)235.765

Granite 4.0 350M28

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The Economics of Nova 2.0 Lite (medium) vs Granite 4.0 350M

Power is only one part of the equation. This Nova 2.0 Lite (medium) vs Granite 4.0 350M 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 2.0 Lite (medium) would cost $0.001, whereas Granite 4.0 350M would cost $0.018. This practical calculation is vital for any developer considering the Nova 2.0 Lite (medium) vs Granite 4.0 350M choice.

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Which Model Wins the Nova 2.0 Lite (medium) vs Granite 4.0 350M Battle for You?

Choose Nova 2.0 Lite (medium) if...

Your top priority is raw performance and capability.

You are working in a technical or scientific field requiring the highest accuracy.

You need the most advanced reasoning capabilities available.

Choose Granite 4.0 350M if...

You are developing at scale where operational costs are critical.

You prioritize cost-effectiveness over maximum performance.

Your workload requires consistent, reliable performance.

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Your Questions about the Nova 2.0 Lite (medium) vs Granite 4.0 350M Comparison

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Data source: https://artificialanalysis.ai/