DeepSeek-V3
Best ValueDeepSeek
Released: 2024-12-26
Type: MoE LLM
Context
128k
Max Out
4.1k
Cutoff
2024-10
Params
671B (MoE)
The Breakdown
DeepSeek-V3 shocked the AI industry by delivering GPT-4 class performance at a fraction of the training and inference cost. Leveraging a highly efficient Mixture-of-Experts (MoE) architecture and Multi-Head Latent Attention (MLA), it excels particularly in coding and math tasks. For developers operating on a budget, DeepSeek-V3 offers the highest intelligence-per-dollar ratio on the market, effectively commoditizing high-end reasoning. It is the model that forced every other major lab to reconsider their pricing strategy.
Overall Score
9.4
/10
Pricing (per 1k tokens)
Input$0.00014
Output$0.00028
Currency: USD
The Good
- Absurdly cheap API pricing (1/10th of western models)
- Incredible coding performance comparable to Claude
- Open weights available for self-hosting
The Bad
- Data privacy concerns for some western enterprises
- API stability can fluctuate during peak China hours
- Less robust safety filters than OpenAI (pro or con?)
The Verdict
The market disruptor. It proved that state-of-the-art intelligence doesn't have to cost a fortune. Ideal for high-volume batch processing or coding agents where cost is the bottleneck.
Performance Benchmarks
human eval
90.2
drop
85
mmlu
88.5