DeepSeek V4 Pro

by DeepSeek

DeepSeek-V4-Pro, released April 2026, is DeepSeek's flagship 1.6-trillion-parameter sparse MoE with 49 billion active parameters per token and a one-million-token context window. It pairs Compressed Sparse Attention (CSA) and Heavily Compressed Attention (HCA), using roughly 27% of V3.2's single-token inference FLOPs to make million-token context practical for frontier reasoning and agentic systems. The model supports both thinking and non-thinking modes and a dedicated XML-based tool-call schema, and DeepSeek reports strong agentic results including 80.6 on SWE-bench Verified, positioning it to rival the strongest closed-source models on coding and software-engineering tasks while staying open-weight. Open-sourced under an MIT license with weights on Hugging Face, V4-Pro is built for frontier research, multi-agent systems, and teams that want state-of-the-art reasoning with genuine long-context capability without proprietary lock-in.

Key info

Input
Output
Features
Context window
1M
Max output
393K
Input price
$1.65 /1M
Output price
$3.30 /1M
  • EU residency available
  • US residency available
  • Zero data retention on pay-as-you-go
  • No training by default
  • GDPR DPA available

Available routes

DeepSeek V4 Pro runs on 7 different routes through the Opper gateway. Compare residency, ZDR, and training posture at a glance โ€” full data-handling detail per route below.

ProviderRegionZero data retentionTrainingInputOutput
Alibaba CloudEUEnterpriseNo$1.65$3.30
AzureMultiEnterpriseNo$1.74$3.48
DeepInfraUSEnterpriseNo$1.74$3.48
FireworksUSEnterpriseNo$1.74$3.48
GeoddUSZero data retentionNo$0.78$3.40
NebiusEUEnterpriseNo$1.75$3.50
NovitaUSEnterpriseNo$1.74$3.48

Training posture across routes: No training on prompts by default.

Data handling per route

Each route hosting DeepSeek V4 Pro has its own privacy posture, residency, and GDPR terms. Postures are maintained by Opper with a last-verification timestamp.

Alibaba Cloud โ€” Germany๐Ÿ‡ฉ๐Ÿ‡ช

Zero data retention is available via Opper Enterprise contract. No training on customer data. EU; DPA available.

Zero data retention
Available via Opper Enterprise contract.
Training
No training on customer data.
Logging
Abuse monitoring
Third-party access
None disclosed
GDPR DPA
DPA available
Transfer mechanism
Not applicable โ€” data stays in EU

Azure โ€” United States๐Ÿ‡บ๐Ÿ‡ธ

Zero data retention is available via Opper Enterprise contract. No training on customer data. US; SCCs; DPA available.

Zero data retention
Available via Opper Enterprise contract.
Training
No training on customer data.
Logging
Abuse monitoring (30-day retention)
Third-party access
None disclosed
GDPR DPA
DPA available
Transfer mechanism
SCCs

DeepInfra โ€” United States๐Ÿ‡บ๐Ÿ‡ธ

Zero data retention is available via Opper Enterprise contract. No training on customer data. US; unknown.

Zero data retention
Available via Opper Enterprise contract.
Training
No training on customer data.
Logging
Limited debug logs
Third-party access
None disclosed
GDPR DPA
No DPA
Transfer mechanism
unknown

Fireworks โ€” United States๐Ÿ‡บ๐Ÿ‡ธ

Zero data retention is available via Opper Enterprise contract. No training on customer data. US; SCCs; DPA available.

Zero data retention
Available via Opper Enterprise contract.
Training
No training on customer data.
Logging
None
Third-party access
None disclosed
GDPR DPA
DPA available
Transfer mechanism
SCCs

Geodd โ€” United States๐Ÿ‡บ๐Ÿ‡ธ

Zero data retention is on by default on Pay-as-you-go โ€” no action required. No training on customer data. US; SCCs.

Zero data retention
On by default on Pay-as-you-go.
Training
No training on customer data.
Logging
None
Third-party access
Provider may share with subprocessors / partners
GDPR DPA
No DPA
Transfer mechanism
SCCs

Nebius โ€” Finland๐Ÿ‡ซ๐Ÿ‡ฎ

Zero data retention is available via Opper Enterprise contract. No training on customer data. EU; DPA available.

Zero data retention
Available via Opper Enterprise contract.
Training
No training on customer data.
Logging
Abuse monitoring
Third-party access
None disclosed
GDPR DPA
DPA available
Transfer mechanism
Not applicable โ€” data stays in EU

Novita โ€” United States๐Ÿ‡บ๐Ÿ‡ธ

Zero data retention is available via Opper Enterprise contract. No training on customer data. US; SCCs; DPA available.

Zero data retention
Available via Opper Enterprise contract.
Training
No training on customer data.
Logging
Abuse monitoring
Third-party access
None disclosed
GDPR DPA
DPA available
Transfer mechanism
SCCs

Benchmarks

Independent benchmark scores โ€” composite indices for reasoning, coding, and math, plus individual eval scores where available.

Global rank#15 of 531 LLMs
TierStrong
Output speed74 tok/s
First token1.03s
Intelligence Index44.3
Coding Index47.5
Reasoning & knowledge
GPQA Diamond
89%
Humanity's Last Exam
36%
Long-context reasoning
66%
Coding
SciCode
50%
Agentic & tool use
Terminal-Bench Hard
46%
ฯ„ยฒ-Bench Telecom
96%
Math & instruction following
IFBench
76%

Get started

Call DeepSeek V4 Pro through the Opper gateway with one API key. Let your coding agent set it up, or call it directly โ€” Opper is drop-in compatible with the OpenAI, Anthropic, and Google AI SDKs.

Set it up with your agent

Copy this and paste it into your coding agent โ€” Claude Code, Cursor, Codex, and more โ€” and it'll wire up Opper for you.

Or call it directly

import OpenAI from "openai";
const client = new OpenAI({
apiKey: process.env.OPPER_API_KEY,
baseURL: "https://api.opper.ai/v3/compat",
});
const completion = await client.chat.completions.create({
model: "alibaba:eu/deepseek-v4-pro",
messages: [{ role: "user", content: "Hello" }],
});
console.log(completion.choices[0].message.content);

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DeepSeek V4 Pro by DeepSeek โ€” pricing, benchmarks, ZDR, EU/US hosting | Opper AI