DeepSeek R2 评测：1.7T 参数与 GPT-5 对比，开发者怎么选？
DeepSeek R2 评测：MMLU/HumanEval/GSM8K 基准对比，三种 API 接入方式，价格对比。
I've been using this workflow for months now, making every mistake along the way so you don't have to. Here's what actually works.
I've been using this workflow for months now, making every mistake along the way so you don't have to. Here's what actually works.
DeepSeek R2 2026 5 5 1.7 MoE Apache 2.0 MMLUHumanEvalGSM8K GPT-5 98% 1200 AI GPT-5 1/5
- R2 vs GPT-5DeepSeek V4
- / R2
- R2
- API vs GPT-5Claude Opus
R2 GPT-5DeepSeek V4
| DeepSeek R2 | DeepSeek V4 Pro | GPT-5 | Claude Opus 4.8 | |
|---|---|---|---|---|
| MMLU | 92.1% | 90.8% | 94.0% | 93.5% |
| HumanEval | 84.7% | 82.3% | 86.1% | 85.9% |
| GSM8K | 95.3% | 93.1% | 96.5% | 95.8% |
| MATH | 88.2% | 86.5% | 90.1% | 89.3% |
| SWE-bench Verified | 76.8% | 72.4% | 80.6% | 79.2% |
****R2 GSM8KHumanEval GPT-5 1-2 R2 GPT-5 1/5-1/10
R2
R2 45% 1T+
- ****SEO
- **** GPT-5
- **** DeepSeek V4
R2 MoE 200B
DeepSeek R2
DeepSeek API
- DeepSeek
- API Keys
- API OpenAI SDK
base_url
from openai import OpenAI
client = OpenAI(
api_key="sk-your-key",
base_url="https://api.deepseek.com/v1"
)
response = client.chat.completions.create(
model="deepseek-r2",
messages=[{"role": "user", "content": "AI AgentSEO"}]
)DeepSeek API GPT-5 1/8
OpenRouter
OpenRouter DeepSeek R2 Claude CodeCursor
# Claude Code DeepSeek R2
export ANTHROPIC_BASE_URL="https://openrouter.ai/api/v1"
export ANTHROPIC_API_KEY="sk-or-v1-your-key"
claude --model openrouter/deepseek/deepseek-r2R2 4-bit 2×A10080GB 4×RTX 4090
# vLLM
pip install vllm
vllm serve deepseek-ai/DeepSeek-R2 \
--tensor-parallel-size 2 \
--quantization awq \
--max-model-len 32768RunPod Together AI R2 $1.5/
API R2
| token | token | 100 token | |
|---|---|---|---|
| GPT-5 | $15.00 | $60.00 | ~$37.50 |
| Claude Opus 4.8 | $15.00 | $75.00 | ~$45.00 |
| DeepSeek V4 Pro | $0.55 | $2.19 | ~$1.37 |
| DeepSeek R2 | $1.50 | $6.00 | ~$3.75 |
AI 10 5000 token GPT-5 $110 R2 $11, , 90% R2 SEO
R2 SEO
prompt R2 GPT-5 SEO
Prompt800 SEO "AI Agent " H2/H3
R2
- H2/H3
- 2026
- 8
GPT-5
- R2 10
- SEO
**** 80% SEO R2 GPT-5
OpenAIClaude CodeDeepSeekCursorRunPod
- **** DeepSeek $10 200+
- **** R2 GPT-5 5
- **** n8n API DeepSeek R2
-
AI Agent
-
DeepSeek V4 Pro
-
DeepSeek V4 SaaS $8,500
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