Grok 4 Fast (Non-reasoning) vs Gemma 3 270M: The Ultimate Performance & Pricing Comparison

Deep dive into reasoning, benchmarks, and latency insights.

The Final Verdict in the Grok 4 Fast (Non-reasoning) vs Gemma 3 270M Showdown

After a comprehensive analysis, Grok 4 Fast (Non-reasoning) emerges as the superior choice for users prioritizing raw intelligence and reasoning. However, Gemma 3 270M remains a highly competitive option, especially for scenarios demanding faster response times and cost-efficiency. This detailed Grok 4 Fast (Non-reasoning) vs Gemma 3 270M 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 Fast (Non-reasoning)

xAI

Reasoning: 4
Coding: 2
Multimodal: 2
Long Context: 3
Blended Price / 1M tokens: $0.000
P95 Latency: 1000ms
Tokens per second: 143.554tokens/sec

Gemma 3 270M

Google

Reasoning: 1
Coding: 1
Multimodal: 1
Long Context: 1
Blended Price / 1M tokens: $0.015
P95 Latency: 1000ms
Tokens per second: —

Overall Capabilities

The capability radar provides a holistic view of the Grok 4 Fast (Non-reasoning) vs Gemma 3 270M matchup. This chart illustrates each model's strengths and weaknesses at a glance, forming a cornerstone of our Grok 4 Fast (Non-reasoning) vs Gemma 3 270M analysis.

This radar chart visually maps the core capabilities (reasoning, coding, math proxy, multimodal, long context) of `Grok 4 Fast (Non-reasoning)` vs `Gemma 3 270M`.

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 Fast (Non-reasoning) vs Gemma 3 270M debate, Grok 4 Fast (Non-reasoning) scores 40 against Gemma 3 270M's 10. This data-driven approach is essential for any serious Grok 4 Fast (Non-reasoning) vs Gemma 3 270M 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 Fast (Non-reasoning) vs Gemma 3 270M decision for interactive applications. The metrics below highlight the trade-offs you should weigh before shipping to production.

Time to First Token

Grok 4 Fast (Non-reasoning)300ms

Gemma 3 270M300ms

Tokens per Second

Grok 4 Fast (Non-reasoning)143.554

Gemma 3 270M68

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The Economics of Grok 4 Fast (Non-reasoning) vs Gemma 3 270M

Power is only one part of the equation. This Grok 4 Fast (Non-reasoning) vs Gemma 3 270M 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 Fast (Non-reasoning) would cost $0.000, whereas Gemma 3 270M would cost $0.018. This practical calculation is vital for any developer considering the Grok 4 Fast (Non-reasoning) vs Gemma 3 270M choice.

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Which Model Wins the Grok 4 Fast (Non-reasoning) vs Gemma 3 270M Battle for You?

Choose Grok 4 Fast (Non-reasoning) if...

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

You need the most advanced reasoning capabilities available.

Your use case demands cutting-edge AI performance.

Choose Gemma 3 270M 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 Fast (Non-reasoning) vs Gemma 3 270M Comparison

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Data source: https://artificialanalysis.ai/