Claude 4.5 Haiku (Reasoning) vs Nova 2.0 Pro Preview (medium): The Ultimate Performance & Pricing Comparison

Deep dive into reasoning, benchmarks, and latency insights.

The Final Verdict in the Claude 4.5 Haiku (Reasoning) vs Nova 2.0 Pro Preview (medium) Showdown

After a comprehensive analysis, Nova 2.0 Pro Preview (medium) emerges as the superior choice for users prioritizing raw intelligence and reasoning. However, Claude 4.5 Haiku (Reasoning) remains a highly competitive option, especially for scenarios demanding faster response times and cost-efficiency. This detailed Claude 4.5 Haiku (Reasoning) vs Nova 2.0 Pro Preview (medium) 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.

Claude 4.5 Haiku (Reasoning)

Anthropic

Reasoning: 8
Coding: 3
Multimodal: 3
Long Context: 5
Blended Price / 1M tokens: $0.002
P95 Latency: 1000ms
Tokens per second: 103.774tokens/sec

Nova 2.0 Pro Preview (medium)

Other

Reasoning: 9
Coding: 3
Multimodal: 3
Long Context: 4
Blended Price / 1M tokens: $0.003
P95 Latency: 1000ms
Tokens per second: 128.133tokens/sec

Overall Capabilities

The capability radar provides a holistic view of the Claude 4.5 Haiku (Reasoning) vs Nova 2.0 Pro Preview (medium) matchup. This chart illustrates each model's strengths and weaknesses at a glance, forming a cornerstone of our Claude 4.5 Haiku (Reasoning) vs Nova 2.0 Pro Preview (medium) analysis.

This radar chart visually maps the core capabilities (reasoning, coding, math proxy, multimodal, long context) of `Claude 4.5 Haiku (Reasoning)` vs `Nova 2.0 Pro Preview (medium)`.

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 Claude 4.5 Haiku (Reasoning) vs Nova 2.0 Pro Preview (medium) debate, Claude 4.5 Haiku (Reasoning) scores 80 against Nova 2.0 Pro Preview (medium)'s 90. This data-driven approach is essential for any serious Claude 4.5 Haiku (Reasoning) vs Nova 2.0 Pro Preview (medium) comparison.

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

Speed & Latency

Speed is a crucial factor in the Claude 4.5 Haiku (Reasoning) vs Nova 2.0 Pro Preview (medium) decision for interactive applications. The metrics below highlight the trade-offs you should weigh before shipping to production.

Time to First Token

Claude 4.5 Haiku (Reasoning)300ms

Nova 2.0 Pro Preview (medium)300ms

Tokens per Second

Claude 4.5 Haiku (Reasoning)103.774

Nova 2.0 Pro Preview (medium)128.133

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The Economics of Claude 4.5 Haiku (Reasoning) vs Nova 2.0 Pro Preview (medium)

Power is only one part of the equation. This Claude 4.5 Haiku (Reasoning) vs Nova 2.0 Pro Preview (medium) 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, Claude 4.5 Haiku (Reasoning) would cost $0.002, whereas Nova 2.0 Pro Preview (medium) would cost $0.004. This practical calculation is vital for any developer considering the Claude 4.5 Haiku (Reasoning) vs Nova 2.0 Pro Preview (medium) choice.

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Which Model Wins the Claude 4.5 Haiku (Reasoning) vs Nova 2.0 Pro Preview (medium) Battle for You?

Choose Claude 4.5 Haiku (Reasoning) if...

Your top priority is raw performance and capability.

You need the most advanced reasoning capabilities available.

Your use case demands cutting-edge AI performance.

Choose Nova 2.0 Pro Preview (medium) 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 Claude 4.5 Haiku (Reasoning) vs Nova 2.0 Pro Preview (medium) Comparison

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Data source: https://artificialanalysis.ai/