DeepSeek V3

by DeepSeek
Versions:DeepSeek V3 (0324)DeepSeek V3

Announcement · All DeepSeek releases

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.

Call DeepSeek V3 on Opper with the OpenAI SDK. Sign up without a credit card. Get started

Key info

Input
Output
Features
Context window
164K
Max output
164K
Input price
$0.32 /1M
Output price
$0.89 /1M
Released
Web search
  • US residency available
  • Zero data retention on pay-as-you-go
  • No training by default
  • GDPR DPA available

Available routes

DeepSeek V3 runs on 2 different routes through the Opper gateway. Compare residency, zero data retention and training posture at a glance, with full data-handling detail per route below. One route also sells flex processing: the same model at another price, picked per request with service_tier. How service tiers work.

ProviderRegionZero data retentionTrainingInputOutputCache read
USNo$0.32$0.89Input price
USNo$0.89$0.89Input priceNot offered on this route

Live routes and prices as JSON: api.opper.ai/v3/models?q=deepinfra%2Fdeepseek-ai%2FDeepSeek-V3

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 99.93% 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 — United States🇺🇸

Zero data retention: nothing is logged, held for abuse monitoring or used for training. No training on customer data. US; SCCs; DPA available.

Zero data retention
Yes. Nothing is logged, held for abuse monitoring or used for training.
Training
No training on customer data.
Logging
None
Abuse monitoring
No classifier
GDPR DPA
DPA available
Transfer mechanism
SCCs

Novita — United States🇺🇸

Zero data retention: nothing is logged, held for abuse monitoring or used for training. No training on customer data. US; SCCs; DPA available.

Zero data retention
Yes. Nothing is logged, held for abuse monitoring or used for training.
Training
No training on customer data.
Logging
None
Abuse monitoring
On by default, keeps nothing
GDPR DPA
DPA available
Transfer mechanism
SCCs

Best for

Where DeepSeek V3 ranks among the models on Opper with a score for each use case.

Benchmarks

Independent benchmark scores: the Intelligence Index and the individual evaluations behind it, grouped by skill.

Global rank#304 of 505 LLMs
TierEfficient
Output speed42 tok/s
Intelligence Index (previous version)8.5
Coding
Terminal-Bench 4.0
0%
SciCode
36%
LiveCodeBench
36%
Agentic & knowledge work
AutomationBench
1%
GDPval
0%
GDP.pdf
1%
Briefcase (Elo)78
Terminal-Bench Hard
7%
τ²-Bench Telecom
23%
Science & reasoning
Humanity's Last Exam
3%
GPQA Diamond
56%
Long-context reasoning
29%
Knowledge
MMLU-Pro
75%
Math & instruction following
AIME 2025
26%
IFBench
35%

Get started

Call DeepSeek V3 through the Opper gateway with one API key. Opper is drop-in compatible with the OpenAI, Anthropic and Google AI SDKs.

DeepSeek V3 is a premium model on Opper. Sign up needs no credit card: you get an API key straight away and the free models work in the playground and the API. Add a card to use premium models, pay-as-you-go with no minimum.

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);

Use DeepSeek V3 in your apps

Pick your tool, then choose DeepSeek V3 to see how to run it through Opper.

Use DeepSeek V3 with tools

The tools DeepSeek V3 can use through Opper. Pick one to see how to set it up.

Compare DeepSeek V3 with…

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

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