DeepSeek V4 vs Claude Code: 90% Cheaper, Same Quality
如果你在找「Claude Code 便宜替代」,结论:保留 Claude Code 界面,把推理后端切到 DeepSeek V4,API 费用可降 90% 以上;按本文 10 分钟完成配置。
入门 · 10 分钟 · 2026年4月28日
10 Claude Code DeepSeek V4 ——API 90%+
- Claude Code DeepSeek V4 Flash 1 / token
- Claude Code
- API
- Claude Code macOS / Linux
- DeepSeek 10
DeepSeek Claude Code
Claude Code AI Anthropic API ——Claude Sonnet 15 / tokenOpus DeepSeek V4 API Anthropic 5%-10% Claude Sonnet
Claude Code
| Anthropic API | DeepSeek V4 | |
|---|---|---|
| token | 15 Sonnet | 1 Flash |
| token | 75 Sonnet | 4 Flash |
| — | CLI | |
| — |
1 DeepSeek API
DeepSeek 10
API KeysCreate API key sk- Claude Code DeepSeek
2
mkdir -p ~/.config/mg-deepseek && chmod 700 ~/.config/mg-deepseeksk-your-key-here
echo 'export DEEPSEEK_API_KEY="sk-your-key-here"' > ~/.config/mg-deepseek/key.env
chmod 600 ~/.config/mg-deepseek/key.env
source ~/.config/mg-deepseek/key.env700 600 API
3 Claude Code
Claude Code OAuth Vertex AIAWS Bedrock DeepSeek
cat > ~/.config/mg-deepseek/claude-deepseek-settings.json <<EOF
{
"env": {
"CLAUDE_CODE_USE_VERTEX": "",
"ANTHROPIC_VERTEX_PROJECT_ID": "",
"CLOUD_ML_REGION": "",
"ANTHROPIC_DEFAULT_OPUS_MODEL": "",
"ANTHROPIC_BASE_URL": "https://api.deepseek.com/anthropic",
"ANTHROPIC_AUTH_TOKEN": "$DEEPSEEK_API_KEY",
"ANTHROPIC_API_KEY": "$DEEPSEEK_API_KEY"
}
}
EOF
chmod 600 ~/.config/mg-deepseek/claude-deepseek-settings.jsonJSON
- ** 4 ** Vertex AI AWS Bedrock
ANTHROPIC_BASE_URLAPI DeepSeek Anthropichttps://api.deepseek.com/anthropicANTHROPIC_AUTH_TOKEN/ANTHROPIC_API_KEY
DeepSeek Anthropic API JSON Claude Code
4 Claude Code — DeepSeek
Claude Code DeepSeek
claude --bare \
--settings ~/.config/mg-deepseek/claude-deepseek-settings.json \
--model sonnet \
" Python JWT REST API"--bareClaude Code OAuth settings ——--settingsJSON- **
--model sonnet**Claude Code Anthropic DeepSeeksonnet→DeepSeek V4 Flash
Claude Code / /help``/bug``/review Claude Code
--bare | OAuth/ | ✅ |
--settings | DeepSeek JSON | ✅ |
--model sonnet | DeepSeek V4 Flash | ✅ |
**** DeepSeek V4 Pro DeepSeek API Claude Code Flash
5
API DeepSeek
claude --bare --settings ~/.config/mg-deepseek/claude-deepseek-settings.json \
--debug-file /tmp/check.log --model sonnet "SWAP_TEST"
grep "API REQUEST" /tmp/check.log | head -1/anthropic/v1/messages DeepSeek /v1/projects/.../publishers/anthropic/ Vertex AI—— settings JSON 4 bedrock-runtime AWS Bedrock——
| URL | ||
|---|---|---|
/anthropic/v1/messages | ✅ DeepSeek V4 | |
/v1/projects/.../publishers/anthropic/ | ❌ Vertex AI | JSON 4 |
bedrock-runtime | ❌ AWS Bedrock | JSON 4 |
6
** 1 — Claude CodeAnthropic / Vertex / Bedrock**
claude --model opus ""** 2 — DeepSeek **
claude --bare --settings ~/.config/mg-deepseek/claude-deepseek-settings.json \
--model sonnet " async/await "Claude Code settings
shell
# ~/.zshrc ~/.bashrc
alias claude-cheap='claude --bare --settings ~/.config/mg-deepseek/claude-deepseek-settings.json --model sonnet'claude-cheap ""→ DeepSeek V4 Flash 1 / tokenclaude ""→ Opus Sonnet
shell
Q1auth conflict
Claude Code OAuth --bare
Q2 Anthropic
--debug-file
claude --bare --settings ~/.config/mg-deepseek/claude-deepseek-settings.json \
--debug-file /tmp/check.log --model sonnet "test"
grep "API REQUEST" /tmp/check.logURL deepseek.com JSON shell
Q3 ANTHROPIC_BASE_URL `.zshrc
Claude Code Vertex/Bedrock --bare --settings
Q4 --model sonnet `--model opus
Claude Code Anthropic DeepSeek sonnet → DeepSeek V4 Flashopus → DeepSeek V4 Pro deepseek-v4 Claude Code
Claude Code``DeepSeek``Anthropic``Vertex AI``AWS Bedrock``OpenAI
Claude Code
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