Models / DeepSeek V4 FlashID: dashscope/deepseek-v4-flash

by DeepSeek·via Alibaba US

DeepSeek V4 Flash

DeepSeek’s high-throughput, low-latency foundation model. Delivers high inference efficiency, rapid token generation, and cost-effective performance for production scale APIs and edge workloads.

Playground Quick Start

Maker

DeepSeek

Served On

Alibaba US

Architecture

High-Throughput Compact Transformer

Latency Profile

Ultra-Fast (< 200ms TTFT)

Optimized For:High-volume batch processingLow-cost real-time streamingEdge deployment compatibilityContext: 128.0K

Industry Benchmarks & Evaluations

Standard Verified Metrics

SWE-bench Verified65.2%

Autonomous software engineering & real-world GitHub bug resolution.

MMLU-Pro (Reasoning)83.1%

Multi-disciplinary advanced reasoning across STEM and humanities.

GPQA Diamond67.5%

PhD-level biology, physics, chemistry, and domain-expert logic.

AIME 2024 (Math)76.4%

American Invitational Mathematics Examination competition logic.

Needle In A Haystack (NIAH)99.9%

Long-context document retrieval accuracy across 128K tokens.

Pricing

Rates are read live

Pricing for deepseek-v4-flash is fetched from the live catalogue on load, so it is never served from a cache that could outlive a repricing.

Specifications

Context window

128.0K

tokens

Max output

16K

tokens

Modality

chat

Context window, compared

Bars are scaled to 1M tokens. A model with no published context window reads Unknown, never zero.

Vision

Function calling

System prompt

Usage on nRouter

Usage is temporarily unavailable

Our aggregate read failed, so we cannot report traffic for this model right now.

nRouter SDK Integration

v2.2.1

curl https://api.nrouter.ai/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer ${NROUTER_API_KEY}" \
  -d '{
    "model": "dashscope/deepseek-v4-flash",
    "messages": [
      {
        "role": "system",
        "content": "You are a helpful assistant powered by deepseek-v4-flash via nRouter."
      },
      {
        "role": "user",
        "content": "Explain distributed consensus algorithms."
      }
    ]
  }'

Availability

Availability is temporarily unavailable

Our own telemetry read failed, so we cannot report uptime or latency for this model right now. This says nothing about the model itself — it is not an outage, and we would rather show you nothing than a figure we did not measure.

Interactive Playground

Send a real test request to deepseek-v4-flash using your virtual key.

Test it

Virtual keyStored in this tab only (sessionStorage), cleared on close. Sent only to the nRouter API as your auth header — never stored on our servers.Model

Prompt

cURL

curl https://api.nrouter.ai/v1/chat/completions \
  -H "Authorization: Bearer $NROUTER_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"dashscope/deepseek-v4-flash","messages":[{"role":"user","content":"Hello!"}]}'

Managed Gateway Routing

Unified single-key access with automatic multi-region fallback, real-time credit enforcement, and sub-millisecond routing latency.

More from DeepSeek

deepseek-v4-pro-0813 deepseek-v3.2 deepseek-v4-flash-0731 deepseek-v4-pro