cd /news/large-language-models/deepseek-v4-pro · home topics large-language-models article
[ARTICLE · art-54954] src=tokenstead.ai ↗ pub= topic=large-language-models verified=true sentiment=· neutral

DeepSeek V4 Pro

DeepSeek releases V4 Pro, a 1.6-trillion-parameter Mixture-of-Experts model with 49 billion active parameters per token, achieving a top open-weight score of 80.6% on SWE-bench Verified. The model requires multi-H200/H100 clusters for inference, limiting deployment to cloud providers despite MIT-licensed open weights.

read1 min views1 publishedJul 10, 2026
DeepSeek V4 Pro
Image: Tokenstead (auto-discovered)

MoE premier1.6T total, 49B active per token (MoE). Hybrid attention: Compressed Sparse Attention (CSA, 4x KV compression) + Heavily Compressed Attention (HCA, 128x) across 61 layers, manifold-constrained Hyper-Connections (mHC). FP4 experts + FP8 rest, 32T+ pretraining tokens, Muon optimizer. 1M native context; Think Max mode recommends >=384K. At ~800GB+ for Q4 weights it needs a multi-H200/H100 cluster or DGX-class system - not workstation-fittable, so cloud-only for nearly everyone despite open weights. Top open-weight agentic coding score (SWE-bench Verified 80.6). Open weights under MIT.

  • 1600.0B
  • 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 | 0.44 | 0.87 | - | - | - | - | 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.

── more in #large-language-models 4 stories · sorted by recency
── more on @deepseek 3 stories trending now
sponsored brought to you by zahid.host 4,200+ EU-deployed projects
reading about agents? ship yours in a single git push.

Run your AI side-project on zahid.host

EU-based hosting, git-push deploys, automatic HTTPS, no cold starts. Free tier with a custom domain — perfect for shipping the agent you just read about.

$git push zahid main
Live at https://your-agent.zahid.host
Get free account → Pricing
from €0/mo · no card required
LIVE [news/deepseek-v4-pro] indexed:0 read:1min 2026-07-10 ·