Phi-4 Mini Instruct vs Nova Pro: The Ultimate Performance & Pricing Comparison

Deep dive into reasoning, benchmarks, and latency insights.

The Final Verdict in the Phi-4 Mini Instruct vs Nova Pro Showdown

After a comprehensive analysis, Nova Pro emerges as the superior choice for users prioritizing raw intelligence and reasoning. However, Phi-4 Mini Instruct remains a highly competitive option, especially for scenarios demanding faster response times and cost-efficiency. This detailed Phi-4 Mini Instruct vs Nova Pro 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.

Phi-4 Mini Instruct

Other

Reasoning: 1
Coding: 1
Multimodal: 1
Long Context: 1
Blended Price / 1M tokens: $0.015
P95 Latency: 1000ms
Tokens per second: 44.419tokens/sec

Nova Pro

Other

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

Overall Capabilities

The capability radar provides a holistic view of the Phi-4 Mini Instruct vs Nova Pro matchup. This chart illustrates each model's strengths and weaknesses at a glance, forming a cornerstone of our Phi-4 Mini Instruct vs Nova Pro analysis.

This radar chart visually maps the core capabilities (reasoning, coding, math proxy, multimodal, long context) of `Phi-4 Mini Instruct` vs `Nova Pro`.

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 Phi-4 Mini Instruct vs Nova Pro debate, Phi-4 Mini Instruct scores 10 against Nova Pro's 10. This data-driven approach is essential for any serious Phi-4 Mini Instruct vs Nova Pro comparison.

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

Speed & Latency

Speed is a crucial factor in the Phi-4 Mini Instruct vs Nova Pro decision for interactive applications. The metrics below highlight the trade-offs you should weigh before shipping to production.

Time to First Token

Phi-4 Mini Instruct300ms

Nova Pro300ms

Tokens per Second

Phi-4 Mini Instruct44.419

Nova Pro68

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The Economics of Phi-4 Mini Instruct vs Nova Pro

Power is only one part of the equation. This Phi-4 Mini Instruct vs Nova Pro 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, Phi-4 Mini Instruct would cost $0.018, whereas Nova Pro would cost $0.002. This practical calculation is vital for any developer considering the Phi-4 Mini Instruct vs Nova Pro choice.

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Which Model Wins the Phi-4 Mini Instruct vs Nova Pro Battle for You?

Choose Phi-4 Mini Instruct if...

Cost is a secondary concern to power in your Phi-4 Mini Instruct vs Nova Pro decision.

You need the most advanced reasoning capabilities available.

Your use case demands cutting-edge AI performance.

Choose Nova Pro if...

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

Your budget is a primary consideration in the Phi-4 Mini Instruct vs Nova Pro choice.

You are developing at scale where operational costs are critical.

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Your Questions about the Phi-4 Mini Instruct vs Nova Pro Comparison

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Data source: https://artificialanalysis.ai/