# DeepSeek R1 (Reasoning Model) — AI Tool Profile
> Source: https://agentrobbies.com/tools/deepseek-r1
> Ecosystem: DEEPSEEK | Verified: 2026-10-11
> 100% Independent Listing • Zero Affiliate Links

## Description
Groundbreaking open-weights reasoning model trained via large-scale reinforcement learning. Competes directly with OpenAI o1 on math, science, and competitive coding benchmarks.

## Access & Pricing
Free on chat.deepseek.com; API at $0.55/1M output tokens; open weights (671B MoE + distilled variants 1.5B–70B) on Hugging Face.

## Key Capabilities
- Transparent step-by-step reasoning tokens with self-correction
- Distilled open-weights available for local Ollama/LM Studio execution
- 95%+ cost reduction compared to proprietary reasoning APIs

## Alternatives & Replaces
- OpenAI o1 ($15/1M tokens)
- OpenAI o3-mini

## Robbie's Take
**Robbie's Hardware & Practical Fit:** Excellent candidate for local execution with zero cloud lock-in. For 7B-8B parameter models, budget at least 8 GB of unified memory or VRAM (Q4_K_M quantization). For 32B-70B models, aim for 24 GB+ to maintain interactive throughput without CPU offload penalties.

## Direct Link
https://github.com/deepseek-ai/DeepSeek-R1