Model Comparison

Qwen3 Coder 30B A3B Instruct
vs. Grok 4

Comparing 2 AI models · 6 benchmarks · Alibaba, xAI

Chat with Qwen3 & Grok

Most Affordable

Alibaba logo Qwen3 Coder 30B A3B Instruct

$0.45/1M

Highest Intelligence

xAI logo Grok 4

87.7% GPQA

Best for Coding

xAI logo Grok 4

40.5 Coding Index

Price Difference

6.7x

input cost range

Composite Indices

Intelligence, Coding, Math

Standard Benchmarks

Academic and industry benchmarks

Benchmark Winners

6 tests
Alibaba logo

Qwen3 Coder 30B A3B Instruct

0

No clear wins

xAI logo

Grok 4

6
  • GPQA
  • MMLU Pro
  • HLE
  • LiveCodeBench
  • MATH 500
  • AIME 2025
Metric
Alibaba logo Qwen3 Coder 30B A3B Instruct
Alibaba
xAI logo Grok 4
xAI
Pricing per 1M tokens
Input Cost $0.45/1M$3.00/1M
Output Cost $2.25/1M$15.00/1M
Blended (3:1) $0.90/1M $6.00/1M
Specifications
Organization AlibabaxAI
Release Date Jul 31, 2025Jul 10, 2025
Performance & Speed
Throughput 26.7 tok/s49.3 tok/s
TTFT 1411ms8777ms
Latency 1411ms8777ms
Composite Indices
Intelligence 20.041.5
Coding 19.440.5
Math 29.092.7
Standard Benchmarks
GPQA 51.6%87.7%
MMLU Pro 70.6%86.6%
HLE 4.0%23.9%
LiveCodeBench 40.3%81.9%
MATH 500 89.3%99.0%
AIME 2025 29.0%92.7%
AIME (Original) 29.7%94.3%
SciCode 27.8%45.7%
LCR 29.0%68.0%
IFBench 32.7%53.7%
TAU-bench v2 34.5%74.9%
TerminalBench Hard 15.2%37.9%

Key Takeaways

Qwen3 Coder 30B A3B Instruct offers the best value at $0.45/1M, making it ideal for high-volume applications and cost-conscious projects.

Grok 4 leads in reasoning capabilities with a 87.7% GPQA, excelling at complex analytical tasks and problem-solving.

Grok 4 reaches a 40.5 coding index, making it the top choice for software development and code generation tasks.

All models support context windows of ∞+ tokens, suitable for processing lengthy documents and maintaining extended conversations.

When to Choose Each Model

Alibaba logo

Qwen3 Coder 30B A3B Instruct

  • Cost-sensitive applications
  • High-volume processing
xAI logo

Grok 4

  • Complex reasoning tasks
  • Research & analysis
  • Code generation
  • Software development
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AI Model Comparison Guide

Compare large language models (LLMs) side-by-side with detailed benchmark scores, pricing, and performance metrics. Our interactive comparison tool helps you evaluate AI models from OpenAI, Anthropic, Google, Meta, DeepSeek, and other leading providers. Use our AI model leaderboard to discover more models to compare.

Understanding Composite Indices

  • Intelligence Index: Aggregated score combining MMLU-Pro, GPQA, and HLE benchmarks - measures overall reasoning and knowledge capabilities
  • Coding Index: Composite metric from LiveCodeBench, SciCode, and LiveCodeBench Review - evaluates programming proficiency across multiple languages
  • Math Index: Combined score from AIME, AIME 2025, and MATH-500 benchmarks - assesses mathematical reasoning from high school to competition level

Key Comparison Metrics

  • Benchmark Scores: Standardized tests measuring intelligence, coding, math, and specialized capabilities - higher percentages indicate better performance
  • Pricing Analysis: Compare input and output token costs across models - critical for budgeting API usage and scaling applications
  • Performance Metrics: Throughput (tokens/second) and latency measurements for real-time application planning
  • Context Windows: Maximum token capacity for processing documents and maintaining conversation history

How to Compare AI Models Effectively

Performance vs Cost

Balance benchmark scores against token pricing - flagship models offer 10-15% better performance but cost 5-10x more than smaller alternatives

Task-Specific Selection

Prioritize relevant indices: coding index for development tasks, math index for STEM applications, intelligence index for general reasoning

Real-World Testing

Use our free AI chat interface to test models with your specific prompts before committing to API integration

All benchmark scores, pricing data, and performance metrics are sourced from Artificial Analysis and updated daily. Compare models by intelligence, coding ability, math performance, speed, cost, or release date using our comprehensive AI model leaderboard.