DeepSeek V4 ProSOTA Frontier
Provider: DeepSeek · License: deepseek-community
Frontier 1.6-trillion parameter sparse MoE model engineered for advanced multi-step algorithmic reasoning, system architecture, and formal verification.
#frontier#reasoning#moe#mla#code
Architecture & Execution Specs
Parameter Scale1.6T MoE (37B active)
Context Horizon131.1K tokens
Attention MechanismMulti-Head Latent Attention (MLA) + DeepSeekMoE
Serving RuntimevLLM / SGLang (Continuous Batching)
Precision StandardFP8 / BF16 Native
Inference Pricing & Economics
Input Cost / 1M Tokens$3.60/M
Output Cost / 1M Tokens$18.00/M
Effective Operational Markup+20% over bare compute
Self-Hosting Break-Even~80M monthly tokens
SLA Availability99.9% Enterprise Tier
cURL API Integration
curl https://osi.arcanetechnologies.org/api/v1/chat/completions \
-H "Content-Type: application/json" \
-H "Authorization: Bearer osi_live_YOUR_KEY" \
-d '{
"model": "deepseek-v4-pro",
"messages": [
{ "role": "system", "content": "You are a senior algorithmic systems engineer." },
{ "role": "user", "content": "Analyze the time complexity of distributed sparse all-to-all communications." }
],
"temperature": 0.6
}'