AZ Labs
AI Research10 September 20266 min read

DeepSeek releases V4.1 Flash with native multimodal vision, 552B MoE and lower API rates

Official DeepSeek V4.1 Flash launch graphic introducing the multimodal architecture
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DeepSeek AI official launch on X DeepSeek AI official launch on X© DeepSeek AI, used for news reporting

DeepSeek has launched DeepSeek-V4.1-Flash, a 552B-parameter mixture-of-experts model featuring a novel Causal Encoder–Decoder architecture with just 8B active input and 16B active output parameters. The release brings native vision, compresses KV cache storage by up to 8x, and slashes off-peak API pricing to $0.15 per million input tokens.

smart_toyDeepSeekdeepseek/deepseek-v4.1-flash552B total (16B active)
verifiedFirst observed by AIMI: 2026-09-10 08:42:58 SAST
Context Windowarticle
1.05M tokens (1,048,576)
Max output: 384K tokens (384,000)
INInput Modalitiesinput
text+image input
descriptiontextvisibilityimage
OUTOutput Contractoutput
text output
chattext
Route Pricingpayments
$0.15 / $0.60 per 1M (Off-Peak) • $0.30 / $1.20 per 1M (Peak)
scheduleOfficial Tiered Pricing Schedule: Off-Peak vs Peak
50% Off-Peak Discount Active
Off-Peak Hours (50% Off)Recommended
Input (Cache Miss)
$0.15
/ 1M tokens
Output Completion
$0.6
/ 1M tokens
Cached Input Hit:$0.003 / 1M

Active 17 hours/day Mon–Fri + all 24 hours Sat & Sun (UTC). Cache hit achieves 98% discount at $0.003/M.

Peak Hours (Standard Rate)High Traffic
Input (Cache Miss)
$0.3
/ 1M tokens
Output Completion
$1.2
/ 1M tokens
Cached Input Hit:$0.006 / 1M

Active Mon–Fri during UTC 01:00–04:00 and 06:00–10:00 (7 peak hours/weekday).

Verified Model Capabilities & Tools
visibilityVision & PerceptionvisibilityVision & PerceptionpsychologyReasoning / ThinkingconstructionFunction Calling & Toolsdata_objectStructured Outputs (JSON)streamToken Streaming
hubAccessible Gateways & Provider Routes (8 Platforms)
Cross-platform AIMI route registry
PlatformRoute IdentifierContextMax OutputRate / TierStatus
Official DeepSeek APIdeepseek-flash1.05M tokens (1,048,576)384K tokens (384,000)Off-Peak: $0.15/$0.60 | Peak: $0.30/$1.20active
OpenRouterdeepseek/deepseek-v4.1-flash1.05M tokens (1,048,576)384K tokens (384,000)$0.15 / $0.60 per 1M (Cache hit $0.003/M)active
OpenCode Godeepseek-v4-flash1M tokens (1,000,000)64K tokens (64,000)Included with OpenCode Go subscriptionactive
OpenCode Zendeepseek-v4-flash1M tokens (1,000,000)64K tokens (64,000)Curated pay-per-token coding routeactive
NVIDIA NIMdeepseek-ai/deepseek-v4-flash262K tokens (262,144)8K tokens (8,192)NVIDIA NIM enterprise microserviceactive
Cloudflare Workers AI@cf/deepseek-ai/deepseek-v4-flash1.31M tokens (1,310,720)8K tokens (8,192)$0.44 / $1.32 per 1M tokens (edge inference)active
Cline / ClinePasscline-pass/deepseek-v4-flash1M tokens (1,000,000)16K tokens (16,384)Sponsored community route in Cline extensionfree
OpenRouter (Batch)deepseek/deepseek-v4.1-flash:batch1.05M tokens (1,048,576)384K tokens (384,000)50% off standard OpenRouter rates ($0.075/$0.30)batch
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Key Takeaways

  • check_circleDeepSeek released DeepSeek-V4.1-Flash on 10 September 2026. The model features 552B total MoE parameters with an asymmetric activation profile: 8B active parameters on prompt encoding and 16B on generation.
  • check_circleNative visual understanding is built directly into the core model architecture, replacing the separate experimental vision routes (V4-Flash-Vision-Exp).
  • check_circleKV cache footprint has been reduced to 1/4 HBM and 1/8 SSD requirements, directly driving down long-context and multi-turn agent operating expenses.
  • check_circleAPI pricing introduces aggressive cuts: standard rates are $0.30/M input and $1.20/M output, with 50% discounts during off-peak hours ($0.15/M input and $0.60/M output). Cache hits drop to $0.006/M peak and $0.003/M off-peak.
  • check_circleAIMI detected the production route deepseek/deepseek-v4.1-flash on OpenRouter at 08:42:58 SAST, shortly after the official announcement.
  • check_circleDeepSeek confirmed that V4-Pro is being phased out, with all deepseek-v4-pro requests automatically rerouting to V4.1-Flash starting 14 September 2026 until V4.1-Pro arrives.

An asymmetric architecture designed for high-efficiency inference

DeepSeek announced DeepSeek-V4.1-Flash on the morning of 10 September 2026, rolling out the first member of its new V4.1 model family. Built on a 552-billion-parameter mixture-of-experts structure, V4.1 Flash incorporates a Causal Encoder–Decoder architecture with asymmetric parameter routing.

Instead of activating a static slice of weights across the entire sequence, the model engages only 8 billion active parameters during input comprehension, expanding to 16 billion active parameters during token generation. Combined with refined pre-training and scaled reinforcement learning, DeepSeek reports that V4.1 Flash outperforms its prior flagship DeepSeek-V4-Pro across core reasoning, coding, and multilingual benchmarks while running at significantly higher generation speeds.

Drastic KV cache compression cuts multi-turn agent expenses

A persistent bottleneck in production agent systems is the memory and storage overhead of long-context key-value (KV) caches. For teams maintaining stateful conversation histories or running multi-turn tool loops, cache maintenance frequently dominates the monthly compute bill.

DeepSeek addressed this constraint directly in V4.1 Flash by re-engineering cache representation. According to official disclosures, the model requires just 25% of the High Bandwidth Memory (HBM) and 12.5% of the SSD storage needed by previous iterations. In practice, this allows inference providers to serve substantially higher concurrent context volume without hardware saturation.

Aggressive pricing and the retirement of DeepSeek V4-Pro

Alongside architectural efficiencies, DeepSeek instituted immediate price reductions on its first-party API, effective 04:00 UTC on 10 September 2026. Standard peak pricing sits at $0.30 per million prompt tokens and $1.20 per million completion tokens. During off-peak windows (and all weekend), rates drop by 50% to $0.15 per million input tokens and $0.60 per million output tokens. Cached prompt reads cost a mere $0.006 per million tokens peak and $0.003 off-peak.

Because internal and partner testing established that V4.1 Flash outpaces DeepSeek-V4-Pro in overall speed, quality, and cost efficiency, DeepSeek announced the scheduled retirement of V4-Pro. Starting at 04:00 UTC on 14 September 2026, existing deepseek-v4-pro API endpoints will automatically route traffic to V4.1-Flash at the new lower rates, serving as an interim solution until DeepSeek-V4.1-Pro completes training.

AIMI route discovery and developer availability

AZ Labs AI Model Intelligence (AIMI) recorded the live route deepseek/deepseek-v4.1-flash on OpenRouter at 08:42:58 SAST, approximately 32 minutes after the public release thread was posted. OpenRouter exposed full tool support, JSON structured outputs, and a 1,048,576-token context window.

Official ecosystem partners, including WorkBuddy and OpenCode, launched day-one support for V4.1 Flash. The open-source model weights, inference configurations, and technical technical report have also been published on Hugging Face and GitHub for self-hosted cluster deployments.

Official Launch Announcement

Verified announcement directly from the maker's official account on X.

Official maker scorecard graphics, diagrams, and benchmarks. Click any image to inspect in full resolution.

DeepSeek V4.1 Flash announcement cover artwork
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DeepSeek announced V4.1 Flash on 10 September 2026, introducing native visual understanding and higher throughput. DeepSeek AI announcement on X© DeepSeek AI, used for news reporting
DeepSeek V4.1 Flash MoE architecture and benchmark comparison chart
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The asymmetric Causal Encoder-Decoder MoE activates 8B parameters for input and 16B for output, surpassing DeepSeek-V4-Pro in maker evaluations. DeepSeek AI architecture release on X© DeepSeek AI, used for news reporting
DeepSeek V4.1 Flash KV cache compression infographic showing HBM and SSD savings
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KV cache memory footprint is reduced to 1/4 the HBM and 1/8 the SSD storage of prior generations. DeepSeek AI KV cache report on X© DeepSeek AI, used for news reporting
DeepSeek V4.1 Flash API pricing schedule detailing standard and off-peak token rates
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Official API pricing cuts off-peak input to $0.15/M tokens and output to $0.60/M tokens, with cache hits down to $0.003/M tokens. DeepSeek AI pricing release on X© DeepSeek AI, used for news reporting

Frequently Asked Questions

What is DeepSeek-V4.1-Flash?

DeepSeek-V4.1-Flash is a 552B parameter mixture-of-experts model from DeepSeek featuring an asymmetric Causal Encoder-Decoder architecture (8B active input, 16B active output parameters) and native visual multimodal support.

What are the official API rates for DeepSeek V4.1 Flash?

Standard rates are $0.30/M input tokens and $1.20/M output tokens. Off-peak hours and weekends receive a 50% discount ($0.15/M input and $0.60/M output). KV cache hits cost $0.006/M peak and $0.003/M off-peak.

What happened to DeepSeek V4-Pro and V4-Flash-Vision-Exp?

V4-Flash and V4-Flash-Vision-Exp have been retired as V4.1 Flash integrates vision natively. DeepSeek-V4-Pro is also being phased out; beginning 14 September 2026, all V4-Pro API calls will automatically redirect to V4.1 Flash at V4.1 Flash pricing.

What is the context window size on OpenRouter?

OpenRouter exposes deepseek/deepseek-v4.1-flash with a context window of 1,048,576 tokens and up to 384,000 maximum completion tokens.

Explore verified specifications, benchmark results, and route pricing across alternative models in this class.

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