Grok 4.1 Fast (Reasoning) vs Apriel-v1.5-15B-Thinker: The Ultimate Performance & Pricing Comparison

Deep dive into reasoning, benchmarks, and latency insights.

The Final Verdict in the Grok 4.1 Fast (Reasoning) vs Apriel-v1.5-15B-Thinker Showdown

After a comprehensive analysis, Grok 4.1 Fast (Reasoning) emerges as the superior choice for users prioritizing raw intelligence and reasoning. However, Apriel-v1.5-15B-Thinker remains a highly competitive option, especially for scenarios demanding faster response times and cost-efficiency. This detailed Grok 4.1 Fast (Reasoning) vs Apriel-v1.5-15B-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.

Grok 4.1 Fast (Reasoning)

xAI

Reasoning: 9
Coding: 3
Multimodal: 3
Long Context: 5
Blended Price / 1M tokens: $0.000
P95 Latency: 1000ms
Tokens per second: 182.829tokens/sec

Apriel-v1.5-15B-Thinker

Other

Reasoning: 9
Coding: 2
Multimodal: 2
Long Context: 4
Blended Price / 1M tokens: $0.015
P95 Latency: 1000ms
Tokens per second: 144.42tokens/sec

Overall Capabilities

The capability radar provides a holistic view of the Grok 4.1 Fast (Reasoning) vs Apriel-v1.5-15B-Thinker matchup. This chart illustrates each model's strengths and weaknesses at a glance, forming a cornerstone of our Grok 4.1 Fast (Reasoning) vs Apriel-v1.5-15B-Thinker analysis.

This radar chart visually maps the core capabilities (reasoning, coding, math proxy, multimodal, long context) of `Grok 4.1 Fast (Reasoning)` vs `Apriel-v1.5-15B-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 Grok 4.1 Fast (Reasoning) vs Apriel-v1.5-15B-Thinker debate, Grok 4.1 Fast (Reasoning) scores 90 against Apriel-v1.5-15B-Thinker's 90. This data-driven approach is essential for any serious Grok 4.1 Fast (Reasoning) vs Apriel-v1.5-15B-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 Grok 4.1 Fast (Reasoning) vs Apriel-v1.5-15B-Thinker decision for interactive applications. The metrics below highlight the trade-offs you should weigh before shipping to production.

Time to First Token

Grok 4.1 Fast (Reasoning)300ms

Apriel-v1.5-15B-Thinker300ms

Tokens per Second

Grok 4.1 Fast (Reasoning)182.829

Apriel-v1.5-15B-Thinker144.42

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The Economics of Grok 4.1 Fast (Reasoning) vs Apriel-v1.5-15B-Thinker

Power is only one part of the equation. This Grok 4.1 Fast (Reasoning) vs Apriel-v1.5-15B-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, Grok 4.1 Fast (Reasoning) would cost $0.000, whereas Apriel-v1.5-15B-Thinker would cost $0.018. This practical calculation is vital for any developer considering the Grok 4.1 Fast (Reasoning) vs Apriel-v1.5-15B-Thinker choice.

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Which Model Wins the Grok 4.1 Fast (Reasoning) vs Apriel-v1.5-15B-Thinker Battle for You?

Choose Grok 4.1 Fast (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-v1.5-15B-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 Grok 4.1 Fast (Reasoning) vs Apriel-v1.5-15B-Thinker Comparison

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Data source: https://artificialanalysis.ai/