Claude 4.5 Haiku (Reasoning) vs Nova Lite: 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 Lite Showdown

After a comprehensive analysis, Claude 4.5 Haiku (Reasoning) emerges as the superior choice for users prioritizing raw intelligence and reasoning. However, Nova Lite remains a highly competitive option, especially for scenarios demanding faster response times and cost-efficiency. This detailed Claude 4.5 Haiku (Reasoning) vs Nova Lite 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: 128.268tokens/sec

Nova Lite

Other

Reasoning: 1
Coding: 1
Multimodal: 1
Long Context: 2
Blended Price / 1M tokens: $0.000
P95 Latency: 1000ms
Tokens per second: 221.477tokens/sec

Overall Capabilities

The capability radar provides a holistic view of the Claude 4.5 Haiku (Reasoning) vs Nova Lite 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 Lite analysis.

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

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 Lite debate, Claude 4.5 Haiku (Reasoning) scores 80 against Nova Lite's 10. This data-driven approach is essential for any serious Claude 4.5 Haiku (Reasoning) vs Nova Lite 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 Lite 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 Lite300ms

Tokens per Second

Claude 4.5 Haiku (Reasoning)128.268

Nova Lite221.477

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The Economics of Claude 4.5 Haiku (Reasoning) vs Nova Lite

Power is only one part of the equation. This Claude 4.5 Haiku (Reasoning) vs Nova Lite 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 Lite would cost $0.000. This practical calculation is vital for any developer considering the Claude 4.5 Haiku (Reasoning) vs Nova Lite choice.

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Which Model Wins the Claude 4.5 Haiku (Reasoning) vs Nova Lite Battle for You?

Choose Claude 4.5 Haiku (Reasoning) if...

Your top priority is raw performance and capability.

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

Cost is a secondary concern to power in your Claude 4.5 Haiku (Reasoning) vs Nova Lite decision.

Choose Nova Lite if...

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

Your budget is a primary consideration in the Claude 4.5 Haiku (Reasoning) vs Nova Lite choice.

You are developing at scale where operational costs are critical.

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Your Questions about the Claude 4.5 Haiku (Reasoning) vs Nova Lite Comparison

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Data source: https://artificialanalysis.ai/