Claude 4.5 Haiku (Reasoning) vs Apriel-v1.6-15B-Thinker: The Ultimate Performance & Pricing Comparison

Deep dive into reasoning, benchmarks, and latency insights.

The Final Verdict in the Claude 4.5 Haiku (Reasoning) vs Apriel-v1.6-15B-Thinker Showdown

After a comprehensive analysis, Claude 4.5 Haiku (Reasoning) emerges as the superior choice for users prioritizing raw intelligence and reasoning. However, Apriel-v1.6-15B-Thinker remains a highly competitive option, especially for scenarios demanding faster response times and cost-efficiency. This detailed Claude 4.5 Haiku (Reasoning) vs Apriel-v1.6-15B-Thinker 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

Apriel-v1.6-15B-Thinker

Other

Reasoning: 9
Coding: 2
Multimodal: 2
Long Context: 3
Blended Price / 1M tokens: $0.015
P95 Latency: 1000ms
Tokens per second: 151.572tokens/sec

Overall Capabilities

The capability radar provides a holistic view of the Claude 4.5 Haiku (Reasoning) vs Apriel-v1.6-15B-Thinker matchup. This chart illustrates each model's strengths and weaknesses at a glance, forming a cornerstone of our Claude 4.5 Haiku (Reasoning) vs Apriel-v1.6-15B-Thinker analysis.

This radar chart visually maps the core capabilities (reasoning, coding, math proxy, multimodal, long context) of `Claude 4.5 Haiku (Reasoning)` vs `Apriel-v1.6-15B-Thinker`.

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 Apriel-v1.6-15B-Thinker debate, Claude 4.5 Haiku (Reasoning) scores 80 against Apriel-v1.6-15B-Thinker's 90. This data-driven approach is essential for any serious Claude 4.5 Haiku (Reasoning) vs Apriel-v1.6-15B-Thinker 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 Apriel-v1.6-15B-Thinker 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

Apriel-v1.6-15B-Thinker300ms

Tokens per Second

Claude 4.5 Haiku (Reasoning)103.774

Apriel-v1.6-15B-Thinker151.572

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The Economics of Claude 4.5 Haiku (Reasoning) vs Apriel-v1.6-15B-Thinker

Power is only one part of the equation. This Claude 4.5 Haiku (Reasoning) vs Apriel-v1.6-15B-Thinker 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 Apriel-v1.6-15B-Thinker would cost $0.018. This practical calculation is vital for any developer considering the Claude 4.5 Haiku (Reasoning) vs Apriel-v1.6-15B-Thinker choice.

Review the complete pricing and packaging strategy

Which Model Wins the Claude 4.5 Haiku (Reasoning) vs Apriel-v1.6-15B-Thinker 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 Apriel-v1.6-15B-Thinker 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 Apriel-v1.6-15B-Thinker Comparison

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Data source: https://artificialanalysis.ai/