DeepSeek V4 Flash Vision Exp

DeepSeek-V4-Flash-Vision-Exp is an experimental multimodal model that combines the agentic reasoning, coding, and world knowledge capabilities of DeepSeek-V4-Flash with advanced visual understanding. It delivers major gains on vision-dependent agent workflows while performing strongly across leading coding, repository, data science, automation, and multimodal benchmarks.

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Input and output price 51% off: Prices from: Input $0.22, Output $0.65, Per 1M tokens
24h uptime: Loading AI Gateway uptime

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import { streamText } from 'ai'

const result = streamText({
  model: 'deepseek/deepseek-v4-flash-vision-exp',
  prompt: 'Why is the sky blue?'
})

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Overview Playground Providers Uptime Status Throughput Latency API Similar

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Try out DeepSeek V4 Flash Vision Exp by DeepSeek. Usage is billed to your team at API rates. Free users (those who haven't made a payment) get $5 of credits every 30 days.

DeepSeek V4 Flash Vision Exp

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Route requests across multiple providers. Copy a provider slug to set your preference. Visit the docs for more info. Using a provider means you agree to their terms, listed under Legal.

Provider

Context	Max Output	Latency	Throughput	Input	Output	Cache	Web Search	Capabilities	ZDR	No Training	Free Tier	Release Date

DeepSeek

Legal:Terms•Privacy

384K

1.4 s

122 tps

$0.22/M+1 more

$0.66/M+1 more

Read$0.007/M

—

08/21/2026

Fireworks

Legal:Terms•Privacy

0.8 s

173 tps

$0.22/M

$0.66/M

Read$0.007/M

—

08/21/2026

Novita AI

Legal:Terms•Privacy

393K

1.1 s

123 tps

$0.44/M

$1.32/M

Read$0.03/M

—

08/21/2026

DeepInfra

51% off

Legal:Terms•Privacy

0.5 s

51 tps

$0.22/M

$0.65/M

Read$0.07/M

—

08/21/2026

Getting started

Call DeepSeek V4 Flash Vision Exp through AI Gateway with the AI SDK generateText and streamText functions, or through the OpenAI Chat Completions, OpenAI Responses, and Anthropic Messages APIs by changing the base URL. AI Gateway authenticates the request and routes it to an available provider.

Install the AI SDK (pnpm add ai dotenv), create an API key from the API Keys page, and set it as AI_GATEWAY_API_KEY in your environment. Full setup is covered in the text generation quickstart.

index.ts

import { generateText } from 'ai';
import 'dotenv/config';

async function main() {
  const result = await generateText({
    model: 'deepseek/deepseek-v4-flash-vision-exp',
    prompt: 'Why is the sky blue?',
  });

  console.log(result.text);
}

main().catch(console.error);

Top-level parameters

The same DeepSeek V4 Flash Vision Exp request in each API format AI Gateway supports.

top-level-params.ts

import { generateText } from 'ai';
import 'dotenv/config';

async function main() {
  const result = await generateText({
    model: 'deepseek/deepseek-v4-flash-vision-exp',
    system: 'You are a concise technical assistant.',
    prompt: 'Summarize the tradeoffs between static generation and SSR.',
    maxOutputTokens: 1024,
  });

  console.log(result.text);
}

main().catch(console.error);

Standard parameters like prompt, messages, temperature, and tools work as documented in the AI SDK docs. These are the parameters with model-specific behavior.

Parameter	Type	Required	Description
`model`	`string`	Yes	Model ID in the form `creator/model`, e.g. `deepseek/deepseek-v4-flash-vision-exp`. AI Gateway routes the request to an available provider.
`maxOutputTokens`	`number`	No	Hard cap on generated tokens. DeepSeek V4 Flash Vision Exp supports up to `1,048,576` output tokens. Reasoning tokens count toward this limit.
`reasoning`	`'provider-default' \| 'none' \| 'minimal' \| 'low' \| 'medium' \| 'high' \| 'xhigh'`	No	Provider-agnostic reasoning effort, available in AI SDK 7 or later. Maps to the provider’s native reasoning configuration; reasoning settings under `providerOptions` take precedence when both are set. See the Reasoning section below.
`providerOptions`	`Record<string, JSONValue>`	No	AI Gateway routing options under `gateway`, plus any provider-native options under the provider’s own namespace — see the table below.

Input limits

Input	Formats	Sources	Max count	Max size	Limits
Text	—	—	—	—	Prompt and response share the 1M-token context window
Image	—	URL, base64, Uint8Array	—	—	Sent as image parts in messages; counts as input tokens

Provider options

Set AI Gateway routing options under providerOptions.gateway. For provider-specific options, pass them under the provider’s namespace as documented by the AI SDK.

Learn more in the AI SDK deepseek provider docs.

provider-options.ts

import { generateText } from 'ai';
import 'dotenv/config';

async function main() {
  const result = await generateText({
    model: 'deepseek/deepseek-v4-flash-vision-exp',
    prompt: 'Why is the sky blue?',
    providerOptions: {
      gateway: {
        only: ['deepseek', 'fireworks'],
      },
    },
  });

  console.log(result.text);
}

main().catch(console.error);

These AI Gateway routing options apply to every model. Provider-specific options pass through under the provider’s own namespace (for example providerOptions.anthropic) exactly as documented by the AI SDK.

Parameter	Type	Required	Description
`providerOptions.gateway.only`	`string[]`	No	Restrict routing to these provider slugs. Requests fail over only within the listed providers.
`providerOptions.gateway.order`	`string[]`	No	Preferred provider order. Listed providers are tried first; unlisted providers remain available as fallbacks.
`providerOptions.gateway.sort`	`'cost' \| 'ttft' \| 'tps'`	No	Rank candidate providers by price, time to first token, or tokens per second instead of the default routing order.
`providerOptions.gateway.zeroDataRetention`	`boolean`	No	Route only to providers with a zero-data-retention policy for this model.

Routing across providers

AI Gateway serves the same model through multiple providers and fails over automatically. order expresses a preference while keeping every provider eligible; only is a hard allowlist — if none of the listed providers are available the request fails instead of falling back.

Options under a provider's own namespace (for example providerOptions.anthropic) are forwarded to that provider with the request. Providers ignore option namespaces that don't apply to them, so it is safe to set provider options alongside gateway routing options.

Reasoning

AI Gateway bridges reasoning across every API format. The AI SDK exposes a provider-agnostic top-level reasoning level (none, minimal, low, medium, high, or xhigh); the Chat Completions and Responses formats take the same effort under reasoning.effort; and the Anthropic Messages format uses a native thinking token budget. Whichever you send, the gateway maps it to the target model’s native configuration, converting between effort levels and token budgets as needed. Reasoning-related settings under providerOptions take full precedence over the top-level reasoning value and are never merged. Reasoning tokens typically count toward your output-token usage, though how they’re reported and billed varies by provider.

Learn more in the AI Gateway reasoning guide.

reasoning.ts

import { generateText } from 'ai';
import 'dotenv/config';

async function main() {
  const result = await generateText({
    model: 'deepseek/deepseek-v4-flash-vision-exp',
    prompt: 'Explain the Monty Hall problem step by step.',
    reasoning: 'high',
  });

  console.log(result.text);
}

main().catch(console.error);

Image input

Send images alongside text as message parts. Images count as input tokens.

image-input.ts

import { generateText } from 'ai';
import 'dotenv/config';

async function main() {
  const result = await generateText({
    model: 'deepseek/deepseek-v4-flash-vision-exp',
    messages: [
      {
        role: 'user',
        content: [
          { type: 'text', text: 'Describe this image.' },
          { type: 'image', image: 'https://example.com/photo.jpg' },
        ],
      },
    ],
  });

  console.log(result.text);
}

main().catch(console.error);

Tool calling

Expose tools the model can call. Define each tool’s inputs with a Zod schema.

tool-calling.ts

import { generateText, tool } from 'ai';
import { z } from 'zod';
import 'dotenv/config';

async function main() {
  const result = await generateText({
    model: 'deepseek/deepseek-v4-flash-vision-exp',
    prompt: 'What is the weather in San Francisco?',
    tools: {
      getWeather: tool({
        description: 'Get the current weather for a location',
        inputSchema: z.object({ location: z.string() }),
        execute: async ({ location }) => ({ location, temperatureC: 18 }),
      }),
    },
  });

  console.log(result.text);
}

main().catch(console.error);

Copy link to headingMore models by DeepSeek

Model

Context	Latency	Throughput	Input	Output	Cache	Web Search	Capabilities	Providers	ZDR	No Training	Free Tier	Release Date

deepseek/deepseek-v4.1-flash-beta

1.2 s

320 tps

$0.22/M

$0.66/M

Read$0.007/M

—

09/08/2026

deepseek/deepseek-v4-pro-0813

0.3 s

117 tps

$0.60/M

$1.90/M

Read$0.02/M

—

08/12/2026

deepseek/deepseek-v4-flash-0731

0.5 s

325 tps

$0.07/M

$0.15/M

Read$0.007/M

—

+16

07/31/2026

deepseek/deepseek-v4-flash

0.5 s

208 tps

$0.08/M

$0.18/M

Read$0.007/M

—

04/23/2026

deepseek/deepseek-v4-pro

0.5 s

146 tps

$0.66/M

$1.98/M

Read$0.02/M

—

04/23/2026

deepseek/deepseek-v3.2

164K

0.4 s

126 tps

$0.28/M

$0.42/M

Read$0.03/M

—

12/01/2025

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DeepSeek V4 Flash Vision Exp

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Copy link to headingUptime24 hours

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Getting started

Top-level parameters

Input limits

Provider options

Routing across providers

Reasoning

Image input

Tool calling

Copy link to headingMore models by DeepSeek