DeepSeek V3.1 Terminus

by DeepSeek

DeepSeek-V3.1 Terminus, released in September 2025, refines V3.1 with targeted production-stability improvements. The 671-billion-parameter model keeps 37 billion active parameters and a 128K-token context while addressing the language-consistency and tool-use issues users reported. The update reduces Chinese-English code-mixing and stray-character generation seen in earlier versions, producing more reliable multilingual output. DeepSeek also reports stronger Code Agent and Search Agent behavior, making Terminus a steadier choice for multi-tool agentic workflows. It retains the hybrid thinking and non-thinking modes of V3.1 and is available with open weights on Hugging Face, aimed at deployments that need robust, predictable multilingual performance.

Key info

Input
Output
Features
Context window
164K
Max output
164K
Input price
$0.27 /1M
Output price
$0.95 /1M
  • US residency available
  • Zero data retention via Enterprise
  • No training by default
  • GDPR DPA available

Available routes

DeepSeek V3.1 Terminus 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$0.27$0.95
USEnterpriseNo$0.27$1.00

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

Data handling per route

Each route hosting DeepSeek V3.1 Terminus 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#178 of 534 LLMs
TierEfficient
Output speed0 tok/s
First token0.00s
Intelligence Index21.4
Math Index53.7
Reasoning & knowledge
MMLU-Pro
84%
GPQA Diamond
75%
Humanity's Last Exam
8%
Long-context reasoning
43%
Coding
LiveCodeBench
53%
SciCode
32%
Agentic & tool use
Terminal-Bench Hard
32%
τ²-Bench Telecom
37%
Math & instruction following
AIME 2025
54%
IFBench
41%

Get started

Call DeepSeek V3.1 Terminus 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-V3.1-Terminus",
messages: [{ role: "user", content: "Hello" }],
});
console.log(completion.choices[0].message.content);

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DeepSeek V3.1 Terminus by DeepSeek β€” pricing, benchmarks | Opper AI