o3 vs Gemma 3n E4B Instruct: The Ultimate Performance & Pricing Comparison

Deep dive into reasoning, benchmarks, and latency insights.

The Final Verdict in the o3 vs Gemma 3n E4B Instruct Showdown

After a comprehensive analysis, o3 emerges as the superior choice for users prioritizing raw intelligence and reasoning. However, Gemma 3n E4B Instruct remains a highly competitive option, especially for scenarios demanding faster response times and cost-efficiency. This detailed o3 vs Gemma 3n E4B Instruct comparison will break down every critical metric to help you make the best decision.

Explore best-for scenarios•Let the AI Selector recommend next steps

Model Snapshot

Key decision metrics at a glance.

OpenAI

Reasoning: 9
Coding: 4
Multimodal: 3
Long Context: 5
Blended Price / 1M tokens: $0.004
P95 Latency: 1000ms
Tokens per second: 232.57tokens/sec

Gemma 3n E4B Instruct

Google

Reasoning: 1
Coding: 1
Multimodal: 1
Long Context: 1
Blended Price / 1M tokens: $0.000
P95 Latency: 1000ms
Tokens per second: 41.212tokens/sec

Overall Capabilities

The capability radar provides a holistic view of the o3 vs Gemma 3n E4B Instruct matchup. This chart illustrates each model's strengths and weaknesses at a glance, forming a cornerstone of our o3 vs Gemma 3n E4B Instruct analysis.

This radar chart visually maps the core capabilities (reasoning, coding, math proxy, multimodal, long context) of `o3` vs `Gemma 3n E4B Instruct`.

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 o3 vs Gemma 3n E4B Instruct debate, o3 scores 90 against Gemma 3n E4B Instruct's 10. This data-driven approach is essential for any serious o3 vs Gemma 3n E4B Instruct comparison.

This grouped bar chart provides a side-by-side comparison for each benchmark metric.

Speed & Latency

Speed is a crucial factor in the o3 vs Gemma 3n E4B Instruct decision for interactive applications. The metrics below highlight the trade-offs you should weigh before shipping to production.

Time to First Token

o3300ms

Gemma 3n E4B Instruct300ms

Tokens per Second

o3232.57

Gemma 3n E4B Instruct41.212

Head to the playground to validate these results yourself

The Economics of o3 vs Gemma 3n E4B Instruct

Power is only one part of the equation. This o3 vs Gemma 3n E4B Instruct 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, o3 would cost $0.004, whereas Gemma 3n E4B Instruct would cost $0.000. This practical calculation is vital for any developer considering the o3 vs Gemma 3n E4B Instruct choice.

Review the complete pricing and packaging strategy

Which Model Wins the o3 vs Gemma 3n E4B Instruct Battle for You?

Choose o3 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 o3 vs Gemma 3n E4B Instruct decision.

Choose Gemma 3n E4B Instruct if...

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

Your budget is a primary consideration in the o3 vs Gemma 3n E4B Instruct choice.

You are developing at scale where operational costs are critical.

Explore all Best picks Use the AI Selector for a tailored recommendation

Your Questions about the o3 vs Gemma 3n E4B Instruct Comparison

Review the full evaluation methodology · Read the latest analysis posts

Data source: https://artificialanalysis.ai/