DeepSeek V4 Pro

DeepSeek

DeepSeek V4 Pro is DeepSeek's flagship V4 MoE model — 1.6T total with about 49B active parameters per the vendor's release notes — aimed at heavy reasoning, coding, and agentic work at open-model economics. It is particularly strong at reasoning-dense coding, math and analysis tasks, 1M-context synthesis over large document or code sets, and long-horizon agents that alternate thinking and non-thinking turns. DeepSeek documents a 1M context with up to 384K output and thinking mode on by default, switchable off per request. On ATP Token you call the model id through a project key and pay list rates in credits under the same governance plane as closed providers.

ThinkingToolsVision
Modality
Text
Context
1M
tokens
Input
$2.40
USD / 1M tokens
Cache read
$0.20
USD / 1M tokens
Released
2026-04

DeepSeek documents 1M context and up to 384K output for V4 Pro on its first-party service, with thinking mode default-on. Operational limits on ATP follow the gateway catalog for your project key.

List rates

USD list · 1 USD = 100 credits

Every completed request debits project credits at these list rates. Failed requests are not billed.

Input
$2.40
240 credits · USD / 1M tokens
Cache read
$0.20
20 credits · USD / 1M tokens
Output
$4.80
480 credits · USD / 1M tokens

Where it fits

Good fit
  • Reasoning-heavy coding and long-horizon agents on an open-model budget
  • 1M-context synthesis and multi-file analysis
  • Math, science, and analytical tasks that benefit from default thinking mode
  • Mixed fleets routing open models beside closed APIs under one governance plane
Usually not ideal
  • Vendor-mandated OpenAI- or Anthropic-only compliance scopes
  • Bulk, latency-first traffic — V4 Flash is the throughput tier

On ATP

The same governance applies to every model on the gateway:

  • Project API key — spend and revocation bound to one project
  • Model allowlist — only enabled models may be called
  • Credits — 1 USD = 100 credits, debited per completed request
  • Per-request logs — model, key, project, credits for audit

Cost estimator

A list-price estimate for a month of traffic. Actual spend follows each completed request.

ESTIMATE

Monthly cost estimator

10M
2M
ESTIMATE
3,360
credits / month
$33.60
USD / month

List-price estimate (1 USD = 100 credits); actual cost comes from each request's response. Prompt-cache hits bill input at the lower cache-read rate, so real spend can be lower.

Quickstart

Point your existing SDK at the gateway and use a project key. Read the docs

quickstart.py · OpenAI SDK
from openai import OpenAI

client = OpenAI(
  base_url="https://api.atptoken.ai/v1",
  api_key="atp-•••"
)

r = client.chat.completions.create(
  model="deepseek-v4-pro",
  messages=[{"role":"user","content":"hi"}],
)

FAQ

How much does DeepSeek V4 Pro cost on ATP Token?
List rates for DeepSeek V4 Pro (API id deepseek-v4-pro): input $2.40 / output $4.80 per 1M tokens. Billing uses credits (1 USD = 100 credits), debited from the project balance per completed request. There is no monthly platform fee; see Pricing for the minimum top-up.
How do I call DeepSeek V4 Pro via API?
Create a project API key, enable the API id deepseek-v4-pro (not the display name) on that project’s allowlist, point an OpenAI-compatible SDK at https://api.atptoken.ai/v1, and set model to "deepseek-v4-pro". See the Quickstart on this page and the docs.
What are the context and capabilities of DeepSeek V4 Pro?
Vendor documentation lists a context window of about 1,000,000 tokens. Capability flags (thinking, tools, vision) follow the gateway model catalog — treat the catalog visible to your key as operational truth. Vendor: DeepSeek.
Who can use DeepSeek V4 Pro on ATP?
Only models on a project’s allowlist can be called with that project’s key (match the API id). Organization → workspace → project governance, per-request logs, and credit budgets are managed in the ATP Console.

Sources

Editorial claims on this page cite the sources below; rates come from the ATP list.

Get started

Start with USD 5 — credits never expire.

Issue a project key, enable this model, and pay only for what you use.