Claude 3 Opus vs DeepSeek V3.2
Side-by-side benchmark comparison across coding, math, reasoning, speed, and pricing.
DeepSeek V3.2 by DeepSeek wins on 13 of 14 benchmarks against Claude 3 Opus by Anthropic, which leads on 1. This head-to-head comparison covers coding, math, reasoning, speed, and pricing metrics from our benchmark data.
Category-by-Category Breakdown
General Intelligence: In general intelligence, DeepSeek V3.2 scores 1370 on Chatbot Arena ELO compared to Claude 3 Opus's 1240, while DeepSeek V3.2 scores 82.0% on MMLU-Pro compared to Claude 3 Opus's 68.0%.
Coding: In coding, DeepSeek V3.2 scores 87.0% on HumanEval+ compared to Claude 3 Opus's 78.0%, while DeepSeek V3.2 scores 73.0% on SWE-bench Verified compared to Claude 3 Opus's 22.0%, while DeepSeek V3.2 scores 55.0% on LiveCodeBench compared to Claude 3 Opus's 32.0%.
Math: In math, DeepSeek V3.2 scores 85.0% on MATH compared to Claude 3 Opus's 68.0%, while DeepSeek V3.2 scores 94.0% on GSM8K compared to Claude 3 Opus's 88.0%.
Reasoning: In reasoning, DeepSeek V3.2 scores 60.0% on GPQA Diamond compared to Claude 3 Opus's 59.4%, while DeepSeek V3.2 scores 42.0% on ARC-AGI compared to Claude 3 Opus's 8.0%.
Context: In context, Claude 3 Opus scores 200K on Context Length compared to DeepSeek V3.2's 164K.
Pricing Comparison
Claude 3 Opus costs $15.0/1M input tokens and $75.0/1M output tokens, while DeepSeek V3.2 costs $0.27/1M input and $0.40/1M output. DeepSeek V3.2 is the more affordable option for API usage.
Speed Comparison
Claude 3 Opus generates output at 25 tok/s compared to DeepSeek V3.2's 70 tok/s, and the time to first token is 800 ms for Claude 3 Opus versus 400 ms for DeepSeek V3.2. DeepSeek V3.2 delivers faster throughput.
Verdict
DeepSeek V3.2 leads across the board in coding, general intelligence, math, affordability, speed, making it the stronger overall choice in this comparison.
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Claude 3 Opus vs DeepSeek V3.2 — FAQ
Which is better, Claude 3 Opus or DeepSeek V3.2?
DeepSeek V3.2 wins on more benchmarks overall (13 vs 1). However, the best choice depends on your specific needs — each model excels in different areas.
How does Claude 3 Opus compare to DeepSeek V3.2 for coding?
DeepSeek V3.2 is better for coding, scoring 73.0% on SWE-bench Verified compared to 22.0%. SWE-bench tests real-world software engineering by resolving actual GitHub issues.
Is Claude 3 Opus cheaper than DeepSeek V3.2?
Yes, DeepSeek V3.2 is cheaper. Claude 3 Opus costs $15.0/1M input and $75.0/1M output tokens. DeepSeek V3.2 costs $0.27/1M input and $0.40/1M output tokens.
Which is faster, Claude 3 Opus or DeepSeek V3.2?
DeepSeek V3.2 is faster, generating output at 70 tok/s compared to 25 tok/s. Faster output speed means shorter wait times for API responses.
What benchmarks does the Claude 3 Opus vs DeepSeek V3.2 comparison cover?
This comparison covers 14 benchmarks including Chatbot Arena ELO, MMLU-Pro, HumanEval+, MATH, GPQA Diamond, SWE-bench Verified, Output Speed, LiveCodeBench, and more. Metrics span general intelligence, coding, math, reasoning, speed, and cost categories.