DeepSeek V3 (0324)

by DeepSeek
Versions:DeepSeek V3 (0324)DeepSeek V3

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
$0.24 /1M
Output price
$0.90 /1M
  • US residency available
  • Zero data retention via Enterprise
  • No training by default
  • GDPR DPA available

Available routes

DeepSeek V3 (0324) 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$0.24$0.90
USEnterpriseNo$0.27$1.12

Uptime and availability

DeepSeek V3 (0324) 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 99.77% over the same window.
Daily status through the gateway, which serves each request from whichever route is healthy.
2 monitored providers serve DeepSeek V3 (0324).

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 (0324) 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#305 of 596 LLMs
TierEfficient
Output speed0 tok/s
First token0.00s
Intelligence Index15.2
Coding Index21.2
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 (0324) 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-V3-0324",
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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