DeepSeek V4
DeepSeek V4 is a large language model from Chinese AI developer DeepSeek, first observed on February 23, 2026. The entity appears under multiple aliases including DeepSeek-V4 and V4 model; the designation ‘DeepSeek v2’ also surfaced in early references, though its relationship to the V4 lineage remains unclarified by the company. At launch, DeepSeek published commercial API pricing at $0.30 per million input tokens and $0.50 per million output tokens. As of late February 2026, the developer has not publicly disclosed architecture specifications, parameter counts, training data composition, or standardized benchmark scores, and no independent third-party evaluations have been released to verify performance claims. This release matters because it extends the ongoing price competition among foundation-model providers in early 2026, with DeepSeek V4’s listed token costs undercutting several Western frontier-model APIs at the time of announcement. For enterprises comparing inference providers, the model presents a low-cost option whose capabilities remain unmeasured by external audits, making cost the sole verifiable differentiator.
Signal Radar
Five-axis snapshot of this entity's footprint
Mentions × Lab Attention
Weekly mentions (solid) and average article relevance (dotted)
Timeline
10- Research MilestoneJul 7, 2026
Research paper published introducing FlashMemory-DeepSeek-V4 with Lookahead Sparse Attention for ultra-long context
- paper:
- FlashMemory-DeepSeek-V4: Lightning Index Ultra-Long Context via Lookahead Sparse Attention
- Research MilestoneJun 9, 2026
DeepSeek V4 technical disclosure: 500K context with 90% less KV cache using FlashMemory
View source - Product LaunchMay 22, 2026
DeepSeek v4 API pricing permanently cut 75% to $0.43/M input tokens and $0.87/M output tokens
View source- amount:
- $0.43/M input, $0.87/M output
- round:
- permanent price cut
- Product LaunchMay 10, 2026
DeepSeek v4 launched, exposing performance gap in AMD ROCm vs NVIDIA CUDA
View source - Research MilestoneApr 13, 2026
Deployment of DeepSeek V4 on Huawei's Ascend AI chips discussed as part of China's semiconductor counterstrategy.
View source - Product LaunchApr 7, 2026
Began limited gray-scale testing with a new tiered interface (Fast, Expert, Vision modes).
View source - Product LaunchApr 3, 2026
Anticipated launch of DeepSeek V4 model powered by Huawei Ascend 950PR chips
View source - Product LaunchMar 1, 2026
Impending release of next-generation AI model, described as a 'whale' suggesting massive, powerful, disruptive potential.
View source - Research MilestoneMar 1, 2026
Previous model demonstrated competitive performance across multiple benchmarks with relatively modest computational requirements.
View source - Product LaunchJan 1, 2025
DeepSeek V4 released in early 2025
View source- parameters:
- 1.5 trillion
- architecture:
- Mixture-of-Experts
Relationships
10Developed
Uses
Competes With
Frequently appears with
8Entities that show up in the same articles — shared coverage, not a stated relationship.
Predictions
No predictions linked to this entity.
AI Discoveries
1- observationactiveJul 6, 2026
Lifecycle: DeepSeek V4
DeepSeek V4 is in 'declining' phase (0 mentions/3d, 1/14d, 19 total)
90% confidence
Sentiment History
| Week | Avg Sentiment | Mentions |
|---|---|---|
| 2026-W24 | 0.65 | 2 |
| 2026-W25 | 0.40 | 1 |
| 2026-W26 | 0.70 | 1 |
| 2026-W27 | 0.50 | 1 |