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[ARTICLE · art-52725] src=tokenstead.ai ↗ pub= topic=artificial-intelligence verified=true sentiment=· neutral

DeepSeek V4 Flash

DeepSeek released V4 Flash, a 284B-parameter MoE model with 13B active parameters per token, featuring FP4+FP8 hybrid attention and 1M native context. The open-weight model, available under MIT license, can self-host on a 2x H100/H200 node and routes to the deepseek-chat/reasoner API alias as of July 24, 2026.

read1 min views1 publishedJul 9, 2026
DeepSeek V4 Flash
Image: Tokenstead (auto-discovered)

MoE workstation284B total, 13B active per token (MoE). Same FP4+FP8 hybrid-attention family as V4 Pro: Compressed Sparse Attention (CSA) + Heavily Compressed Attention (HCA) across 61 layers, manifold-constrained Hyper-Connections (mHC), Muon optimizer, 32T+ pretraining tokens. 1M native context, 384K max output; three modes (non-think / think-high / think-max). At ~150-170GB for Q4 weights it self-hosts on a 2x H100/H200 node, and at Q2 on a 192GB Mac Studio or 2x RTX 6000 Ada workstation. The model the deepseek-chat/reasoner API aliases now route to (retired 2026-07-24). Open weights under MIT.

  • 284.0B
  • 1000k
  • mit
  • Apr 2026

Scores #

Or run it in the cloud #

Live per-provider pricing, throughput and uptime - refreshed 3 days ago via OpenRouter. Click a column to sort.

| Provider | Type | Input $/M | Output $/M | Cache $/M | Tok/s | Latency | Uptime | Value |

|---|---|---|---|---|---|---|---|---|
| API | 0.09 | 0.18 | - | - | - | - | cheapest |

Default order: throughput among 95%+ uptime providers, then latency; subscriptions last. Sort by any column. Subscription rows show $/mo in the Value column - per-token columns are "-". Affiliate links are marked sponsored / nofollow. Confirm current pricing on the provider's site before committing.

Detailed API pricing page + JSON endpoint →

Inference cost over time #

Data accumulates from the first daily sync - longer ranges populate over time. Prices come from OpenRouter snapshots, not a historical API.

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