DeepSeek V3

by DeepSeek

DeepSeek-V3-0324 is the March 2025 checkpoint of DeepSeek-V3, released as a minor update that delivered substantial gains. It carries 685 billion total parameters with 37 billion active per token and supports a 163,840-token context window for long-document processing. The refresh reused the V3 base while improving the post-training pipeline, lifting benchmark scores notably on reasoning and coding, including MMLU-Pro (75.9 to 81.2), GPQA (59.1 to 68.4), AIME (39.6 to 59.4), and LiveCodeBench (39.2 to 49.2). At release it ranked among the strongest open-weight non-reasoning models on independent benchmarks. It remains a direct-answer model rather than a chain-of-thought reasoner, with strengthened tool-use support, making it well suited to coding assistants and agentic workflows that prioritize fast, capable responses without proprietary lock-in.

Key info

Input
Output
Features
Context window
164K
Max output
164K
Input price
$0.20 /1M
Output price
$0.77 /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$0.20$0.77
USEnterpriseNo$0.27$1.12

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

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#246 of 534 LLMs
TierEfficient
Output speed0 tok/s
First token0.00s
Intelligence Index15.7
Math Index41.0
Reasoning & knowledge
MMLU-Pro
82%
GPQA Diamond
66%
Humanity's Last Exam
5%
Long-context reasoning
41%
Coding
LiveCodeBench
41%
SciCode
36%
Agentic & tool use
Terminal-Bench Hard
15%
τ²-Bench Telecom
47%
Math & instruction following
AIME 2025
41%
IFBench
41%

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 your coding agent β€” Claude Code, Cursor, Codex, and more β€” 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.click/v3/compat",
});
const completion = await client.chat.completions.create({
model: "deepinfra/deepseek-ai/DeepSeek-V3-0324",
messages: [{ role: "user", content: "Hello" }],
});
console.log(completion.choices[0].message.content);

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DeepSeek V3 by DeepSeek β€” pricing, benchmarks | Opper AI