DeepSeek vs Claude Code, Which is Better? You'll Know After Reading This
Wait!!
Claude Code got more expensive.
$20/month.
I'm Programmer Wanfeng, 300,000+ fans online, python-office open source author. Transitioned from law student to programmer, now all in AI programming practice.
Many people asked me: Is there an alternative? How is DeepSeek actually?
Today, I'll break it down completely for you.
💰 First, Let's Talk About Money
What you care most about:
| Product | Price | Notes |
|---|---|---|
| Claude Code Pro | $20/month | Got more expensive! |
| DeepSeek V4 | Free open source | Apache 2.0 |
| DeepSeek API | 1/70 of GPT-4 | Explosive cost performance |
Why did Claude raise prices?
Official says service is better.
But honestly: Costs went up, need to make money.
What about DeepSeek V4?
- Fully open source ✓
- API price is 1/70 of GPT-4 ✓
- No monthly fee, pay as you go ✓
On money, DeepSeek wins hands down.
🧠 Now, Programming Capability
| Test | Claude | DeepSeek V4 | GPT-4 |
|---|---|---|---|
| HumanEval | 88% | 90% | 82% |
Wait!!
DeepSeek V4 is the first time domestic LLM surpasses Claude!
When I saw this news, I was shocked.
What does this mean?
Code generation capability, V4 and Claude Opus 4.7 are at the same level.
And V4 has friendlier Chinese comments, this is very important for domestic developers.
⚙️ Function Comparison
| Function | Claude Code | DeepSeek V4 |
|---|---|---|
| Code generation | ✅ | ✅ |
| Code understanding | ✅ | ✅ |
| Debug | ✅ | ✅ |
| Architecture design | ✅ | ✅ |
| 1M Token | ❌ | ✅ |
| Fully open source | ❌ | ✅ |
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