Qwen3 4B 2507 Instruct vs DeepSeek Coder V2 Lite Instruct: The Ultimate Performance & Pricing Comparison

Deep dive into reasoning, benchmarks, and latency insights.

The Final Verdict in the Qwen3 4B 2507 Instruct vs DeepSeek Coder V2 Lite Instruct Showdown

After a comprehensive analysis, DeepSeek Coder V2 Lite Instruct emerges as the superior choice for users prioritizing raw intelligence and reasoning. However, Qwen3 4B 2507 Instruct remains a highly competitive option, especially for scenarios demanding faster response times and cost-efficiency. This detailed Qwen3 4B 2507 Instruct vs DeepSeek Coder V2 Lite 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.

Qwen3 4B 2507 Instruct

Other

Reasoning: 5
Coding: 1
Multimodal: 1
Long Context: 2
Blended Price / 1M tokens: $0.015
P95 Latency: 1000ms
Tokens per second: —

DeepSeek Coder V2 Lite Instruct

DeepSeek

Reasoning: 6
Coding: 6
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 Qwen3 4B 2507 Instruct vs DeepSeek Coder V2 Lite Instruct matchup. This chart illustrates each model's strengths and weaknesses at a glance, forming a cornerstone of our Qwen3 4B 2507 Instruct vs DeepSeek Coder V2 Lite Instruct analysis.

This radar chart visually maps the core capabilities (reasoning, coding, math proxy, multimodal, long context) of `Qwen3 4B 2507 Instruct` vs `DeepSeek Coder V2 Lite 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 Qwen3 4B 2507 Instruct vs DeepSeek Coder V2 Lite Instruct debate, Qwen3 4B 2507 Instruct scores 50 against DeepSeek Coder V2 Lite Instruct's 60. This data-driven approach is essential for any serious Qwen3 4B 2507 Instruct vs DeepSeek Coder V2 Lite 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 Qwen3 4B 2507 Instruct vs DeepSeek Coder V2 Lite Instruct decision for interactive applications. The metrics below highlight the trade-offs you should weigh before shipping to production.

Time to First Token

Qwen3 4B 2507 Instruct300ms

DeepSeek Coder V2 Lite Instruct300ms

Tokens per Second

Qwen3 4B 2507 Instruct51

DeepSeek Coder V2 Lite Instruct23

Head to the playground to validate these results yourself

The Economics of Qwen3 4B 2507 Instruct vs DeepSeek Coder V2 Lite Instruct

Power is only one part of the equation. This Qwen3 4B 2507 Instruct vs DeepSeek Coder V2 Lite 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, Qwen3 4B 2507 Instruct would cost $0.018, whereas DeepSeek Coder V2 Lite Instruct would cost $0.018. This practical calculation is vital for any developer considering the Qwen3 4B 2507 Instruct vs DeepSeek Coder V2 Lite Instruct choice.

Review the complete pricing and packaging strategy

Which Model Wins the Qwen3 4B 2507 Instruct vs DeepSeek Coder V2 Lite Instruct Battle for You?

Choose Qwen3 4B 2507 Instruct if...

You need the most advanced reasoning capabilities available.

Your use case demands cutting-edge AI performance.

Choose DeepSeek Coder V2 Lite Instruct if...

You are developing at scale where operational costs are critical.

You prioritize cost-effectiveness over maximum performance.

Your workload requires consistent, reliable performance.

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

Your Questions about the Qwen3 4B 2507 Instruct vs DeepSeek Coder V2 Lite Instruct Comparison

Review the full evaluation methodology · Read the latest analysis posts

Data source: https://artificialanalysis.ai/