DeepSeek V3.2

by DeepSeek

DeepSeek-V3.2, released December 2025, is DeepSeek's first model to integrate thinking directly into tool-use, supporting tool calls in both thinking and non-thinking modes. The 671-billion-parameter sparse MoE activates 37 billion per token and uses DeepSeek Sparse Attention to cut long-context compute while preserving quality. DeepSeek positions it as a daily driver at GPT-5-level performance, with strong agentic results including 73.1% on SWE-bench Verified and 93.1% on AIME 2025. A higher-compute variant, V3.2-Speciale, pushes reasoning further and attained gold-level results at the 2025 IMO, CMO, ICPC World Finals, and IOI. Released open-weight under an MIT license with Hugging Face weights, V3.2 targets teams building reasoning-first agent architectures that need capable long-context tool-use without proprietary lock-in.

Key info

Input
Output
Features
Context window
131K
Max output
33K
Input price
$0.28 /1M
Output price
$0.42 /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 V3.2 runs on 5 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
MultiEnterpriseNo$0.28$0.42
USEnterpriseNo$0.26$0.38
USZero data retentionNo$3.48$5.22
USEnterpriseNo$0.27$0.40
EUZero data retentionNo$0.30$0.50

Uptime and availability

DeepSeek V3.2 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 V3.2.

Measured over the last 30 days from each provider's official status feed via StatusGator. Refreshed hourly. 3 further routes for this model are not on the board yet and are not counted above. See uptime for every provider Opper monitors.

Data handling per route

Each route hosting DeepSeek V3.2 has its own privacy posture, residency, and GDPR terms. Postures are maintained by Opper with a last-verification timestamp.

BytePlus β€” MalaysiaπŸ‡²πŸ‡Ύ

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

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

Infercom β€” United StatesπŸ‡ΊπŸ‡Έ

Zero data retention is on by default on Pay-as-you-go β€” no action required. No training on customer data. US; dpf sccs; DPA available.

Zero data retention
On by default on Pay-as-you-go.
Training
No training on customer data.
Logging
Abuse monitoring (90-day retention)
Third-party access
Provider may share with subprocessors / partners
GDPR DPA
DPA available
Transfer mechanism
dpf sccs

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

TensorX β€” European UnionπŸ‡ͺπŸ‡Ί

Zero data retention is on by default on Pay-as-you-go β€” no action required. No training on customer data. EEA; SCCs; DPA available.

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
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#202 of 596 LLMs
TierEfficient
Output speed0 tok/s
First token0.00s
Intelligence Index25.1
Math Index59.0
Reasoning & knowledge
MMLU-Pro
84%
GPQA Diamond
75%
Humanity's Last Exam
11%
Long-context reasoning
43%
Coding
LiveCodeBench
59%
SciCode
39%
Agentic & tool use
Terminal-Bench Hard
33%
τ²-Bench Telecom
79%
Math & instruction following
AIME 2025
59%
IFBench
49%

Get started

Call DeepSeek V3.2 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: "bytedance:ap/deepseek-v3.2",
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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