DeepSeek R2 Review: 1.7T Params vs GPT-5 Benchmarks

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

****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

1. DeepSeek
2. API Keys
3. 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-r2

R2 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 32768

RunPod Together AI R2 $1.5/

API R2

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

1. **** DeepSeek $10 200+
2. **** R2 GPT-5 5
3. **** n8n API DeepSeek R2

• AI Agent

• DeepSeek V4 Pro

• DeepSeek V4 SaaS $8,500

• DeepSeek Reasonix AI Agent30

• DeepSeek V4 vs Claude Code 1/10

• Claude Code + DeepSeek V4 API 90%15

• 70B Intel AutoRound