DeepSeek

DeepSeek V4 Pro

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deepseek/deepseek-v4-pro
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DeepSeek V4 Pro is DeepSeek's large-scale Mixture-of-Experts flagship, released on 2026-04-24, with 1.6T total parameters and 49B activated parameters. It is built for advanced reasoning, coding, and long-horizon agent workflows, and delivers strong performance across knowledge, math, and software engineering tasks. The model supports tool use (function calling) and prompt caching, so long system prompts and shared context stay inexpensive across turns. Context window: 1M tokens, output: 384K. Pricing is $0.45/M input tokens and $0.88/M output tokens, with cached input reads at $0.0037/M. Available via OpenAI and Anthropic protocols through Ofox.

Context Window
1M
Max Output Tokens
384K
Released
2026-04-24
Capabilities
Function CallingPrompt Caching
Available Providers
BaiLianAliyunDeepSeekDeepSeekAzureAzure
Supported Protocols
OpenAIopenaiAnthropicanthropic

Providers

BaiLianAliyun
Input Tokens
$1.74/M
Output Tokens
$3.48/M
Cache Read
$0.15/M
Cache Write
$2.175/M
Web Search
$0.01/R
Protocols
Anthropicanthropic
AzureAzure
Input Tokens
$1.74/M
Output Tokens
$3.48/M
Cache Read
$1.74/M
Web Search
$0.035/R
Protocols
OpenAIopenai/v1/chat/completions/v1/responses
Anthropicanthropic
DeepSeekDeepSeek
Input Tokens
$0.45/M
Output Tokens
$0.88/M
Cache Read
$0.0037/M
Protocols
OpenAIopenai/v1/chat/completions
Anthropicanthropic

Code Examples

from openai import OpenAI
client = OpenAI(
base_url="https://api.ofox.run/v1",
api_key="YOUR_OFOX_API_KEY",
)
response = client.chat.completions.create(
model="deepseek/deepseek-v4-pro",
messages=[
{"role": "user", "content": "Hello!"}
],
)
print(response.choices[0].message.content)

Uptime & Status

Benchmarks

LMArenaEvaluated as deepseek-v4-pro

DeepSeek V4 Pro scores 1457 in the Overall category of the LMArena text leaderboard (style control), ranking #42 of 374 models based on 41,800 human preference votes (updated 2026-07-12).

Benchmark scores for deepseek-v4-pro on LMArena
CategoryArena Score95% CIRankVotes
Overall14531462#42 of 37441,800
Hard Prompts14741485#42 of 37427,599
Coding14961509#46 of 36912,300
Math14311457#53 of 3622,278
Creative Writing14351452#36 of 3726,799
Instruction Following14461459#38 of 37414,048
Chinese14921521#26 of 3442,049

Source: LMArena · CC BY 4.0 · Updated 2026-07-12 · Methodology · Ranks compare models within each category of the LMArena text leaderboard (style control). Scores come from third-party human preference evaluations, not from OFOX.

Frequently Asked Questions

DeepSeek V4 Pro on Ofox.ai costs $0.45/M per million input tokens and $0.88/M per million output tokens. Pay-as-you-go, no monthly fees.