DeepSeek V4 Flash

DeepSeek V4 Flash is a low-cost coding-agent model upgraded to DeepSeek-V4-Flash-0731 on July 31, 2026, with a public-beta API, native Responses API and Codex support, plus an official MIT-licensed checkpoint for self-hosting.

Platform: Replicate

Language ModelCoding AgentResponses APILong Context

DeepSeek API or self-hosted multi-GPU

$0.0028/1M cache-hit input, $0.14/1M cache-miss input, $0.28/1M output at regular pricing

Commercial

🚀Function Overview

A public-beta API and open-weight model for cost-sensitive coding agents, long-context text workflows, structured output, function calling, Responses-compatible clients such as Codex, and suitably provisioned self-hosted inference.

Key Features

Stable request model ID deepseek-v4-flash with backend version DeepSeek-V4-Flash-0731
1M token context length and 384K maximum output
Native stateless Responses API support with function tools and server-side web search
Official Codex integration path for CLI, desktop, and VS Code clients
Thinking enabled by default with low, high, and max effort behavior
OpenAI Chat Completions and Anthropic-compatible API access
Official DeepSeek-V4-Flash-0731 checkpoint released under the MIT License with vLLM and SGLang serving guidance
Regular pricing of $0.0028 cache-hit input, $0.14 cache-miss input, and $0.28 output per 1M tokens
Account concurrency limit of 2,500 requests

Use Cases

•Cost-sensitive coding-agent sessions through the DeepSeek API
•Codex workflows using a Responses-compatible custom provider
•Long-context text analysis with tool calls or server-side web search
•Structured JSON or JSON Schema output generation
•Self-hosted inference on suitable multi-GPU hardware when privacy or sustained volume justifies the operational cost
•Controlled comparison with the current DeepSeek V4 Pro preview endpoint

⚙️Input Parameters

input

string | array

Text or Responses API input items. Supported item types include messages, reasoning, function calls, function outputs, and web-search calls; image and file inputs are not supported.

instructions

string

Optional system-level instruction inserted at the beginning of the Responses API context.

reasoning

object

Optional thinking configuration. DeepSeek maps effort values to non-thinking, low, high, or max behavior.

tools

array

Optional function definitions and the supported server-side web-search tool for Responses API workflows.

text.format

object

Optional text, JSON object, or JSON Schema output configuration.

💡Usage Examples

Example 1

Input Parameters

{
  "model": "deepseek-v4-flash",
  "input": "Review this change plan and return the three highest-risk assumptions.",
  "reasoning": {
    "effort": "high"
  },
  "max_output_tokens": 1200
}

Output Results

A DeepSeek Responses API object. The endpoint is stateless, so resend the required conversation history on later turns and verify the current schema before production use.

Quick Actions

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Technical Specifications

Hardware Type: DeepSeek API or self-hosted multi-GPU
Commercial Use: Supported
Pricing: $0.0028/1M cache-hit input, $0.14/1M cache-miss input, $0.28/1M output at regular pricing
Platform: Replicate

Related Keywords

DeepSeek V4 FlashDeepSeek-V4-Flash-0731deepseek-v4-flash APIDeepSeek Responses APIDeepSeek CodexDeepSeek V4 Flash pricing1M context modelcoding agent modelDeepSeek V4 Flash benchmarkDeepSeek V4 Flash local deployment

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