DeepSeek V3

by DeepSeek
Versions:DeepSeek V3 (0324)DeepSeek V3

DeepSeek-V3 is a 671-billion-parameter open-weight Mixture-of-Experts model released in December 2024 that activates just 37 billion parameters per token for efficient inference. It pairs Multi-head Latent Attention with sparse expert routing to deliver strong reasoning, mathematics, and code generation. The model was trained on 14.8 trillion tokens for roughly 5.6 million dollars in compute, a fraction of what comparable closed models reportedly required. It supports function calling and tool use, making it a practical base for production agentic workflows. DeepSeek-V3 targets cost-conscious teams that want capable general-purpose performance without proprietary lock-in, and its architecture became the foundation for the wider V3 family of releases.

Key info

Input
Output
Features
Context window
164K
Max output
164K
Input price
$0.32 /1M
Output price
$0.89 /1M
  • US residency available
  • Zero data retention via Enterprise
  • No training by default
  • GDPR DPA available

Available routes

DeepSeek V3 runs on 2 different routes through the Opper gateway. Compare residency, ZDR, and training posture at a glance β€” full data-handling detail per route below.

ProviderRegionZero data retentionTrainingInputOutput
USEnterpriseNo$0.32$0.89
USEnterpriseNo$0.89$0.89

Uptime and availability

DeepSeek V3 runs on 2 independently monitored routes through the Opper gateway. A direct integration leaves you on one of them, the gateway serves whichever is healthy.

100%effective uptime, last 30 days
Averaged across these routes on their own, a single provider reached 99.67% over the same window.
Daily status through the gateway, which serves each request from whichever route is healthy.
2 monitored providers serve DeepSeek V3.

Measured over the last 30 days from each provider's official status feed via StatusGator. Refreshed hourly. See uptime for every provider Opper monitors.

Data handling per route

Each route hosting DeepSeek V3 has its own privacy posture, residency, and GDPR terms. Postures are maintained by Opper with a last-verification timestamp.

DeepInfra β€” United StatesπŸ‡ΊπŸ‡Έ

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

Novita β€” United StatesπŸ‡ΊπŸ‡Έ

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

Global rank#311 of 583 LLMs
TierEfficient
Output speed0 tok/s
First token0.00s
Intelligence Index14.2
Coding Index23.0
Math Index26.0
Reasoning & knowledge
MMLU-Pro
75%
GPQA Diamond
56%
Humanity's Last Exam
3%
Long-context reasoning
32%
Coding
LiveCodeBench
36%
SciCode
35%
Agentic & tool use
Terminal-Bench Hard
7%
τ²-Bench Telecom
23%
Math & instruction following
AIME 2025
26%
IFBench
35%

Get started

Call DeepSeek V3 through the Opper gateway with one API key. Let your coding agent set it up, or call it directly β€” 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 a coding agent like Claude Code, Cursor or Codex 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: "deepinfra/deepseek-ai/DeepSeek-V3",
messages: [{ role: "user", content: "Hello" }],
});
console.log(completion.choices[0].message.content);

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Side-by-side on privacy, EU hosting, pricing, and benchmarks.

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