Grok 4.1 Fast (Reasoning) vs Llama 3.1 Nemotron Ultra 253B v1 (Reasoning): The Ultimate Performance & Pricing Comparison

Deep dive into reasoning, benchmarks, and latency insights.

The Final Verdict in the Grok 4.1 Fast (Reasoning) vs Llama 3.1 Nemotron Ultra 253B v1 (Reasoning) Showdown

After a comprehensive analysis, Grok 4.1 Fast (Reasoning) emerges as the superior choice for users prioritizing raw intelligence and reasoning. However, Llama 3.1 Nemotron Ultra 253B v1 (Reasoning) remains a highly competitive option, especially for scenarios demanding faster response times and cost-efficiency. This detailed Grok 4.1 Fast (Reasoning) vs Llama 3.1 Nemotron Ultra 253B v1 (Reasoning) 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

Llama 3.1 Nemotron Ultra 253B v1 (Reasoning)

Other

Reasoning: 6
Coding: 1
Multimodal: 2
Long Context: 3
Blended Price / 1M tokens: $0.001
P95 Latency: 1000ms
Tokens per second: 35.586tokens/sec

Overall Capabilities

The capability radar provides a holistic view of the Grok 4.1 Fast (Reasoning) vs Llama 3.1 Nemotron Ultra 253B v1 (Reasoning) matchup. This chart illustrates each model's strengths and weaknesses at a glance, forming a cornerstone of our Grok 4.1 Fast (Reasoning) vs Llama 3.1 Nemotron Ultra 253B v1 (Reasoning) analysis.

This radar chart visually maps the core capabilities (reasoning, coding, math proxy, multimodal, long context) of `Grok 4.1 Fast (Reasoning)` vs `Llama 3.1 Nemotron Ultra 253B v1 (Reasoning)`.

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 Llama 3.1 Nemotron Ultra 253B v1 (Reasoning) debate, Grok 4.1 Fast (Reasoning) scores 90 against Llama 3.1 Nemotron Ultra 253B v1 (Reasoning)'s 60. This data-driven approach is essential for any serious Grok 4.1 Fast (Reasoning) vs Llama 3.1 Nemotron Ultra 253B v1 (Reasoning) 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 Llama 3.1 Nemotron Ultra 253B v1 (Reasoning) 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

Llama 3.1 Nemotron Ultra 253B v1 (Reasoning)300ms

Tokens per Second

Grok 4.1 Fast (Reasoning)182.829

Llama 3.1 Nemotron Ultra 253B v1 (Reasoning)35.586

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The Economics of Grok 4.1 Fast (Reasoning) vs Llama 3.1 Nemotron Ultra 253B v1 (Reasoning)

Power is only one part of the equation. This Grok 4.1 Fast (Reasoning) vs Llama 3.1 Nemotron Ultra 253B v1 (Reasoning) 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 Llama 3.1 Nemotron Ultra 253B v1 (Reasoning) would cost $0.001. This practical calculation is vital for any developer considering the Grok 4.1 Fast (Reasoning) vs Llama 3.1 Nemotron Ultra 253B v1 (Reasoning) choice.

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Which Model Wins the Grok 4.1 Fast (Reasoning) vs Llama 3.1 Nemotron Ultra 253B v1 (Reasoning) Battle for You?

Choose Grok 4.1 Fast (Reasoning) if...

Your top priority is raw performance and capability.

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

You need the most advanced reasoning capabilities available.

Choose Llama 3.1 Nemotron Ultra 253B v1 (Reasoning) 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 Llama 3.1 Nemotron Ultra 253B v1 (Reasoning) Comparison

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Data source: https://artificialanalysis.ai/