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Model dossier模型档案

DeepSeek V3.2

DeepSeek V3.2 is a mid-tier model from DeepSeek (Intelligence Score 69.9/100). Strongest in knowledge (89.5) and agent (86.2); best fit: knowledge QA and long-form writing. It trails in preference (31.5). Budget-priced: $0.269 in / $0.400 out per 1M tokens. Open weights — self-hostable. Reachable via CN-direct endpoints.

DeepSeek V3.2 是 DeepSeek 的中端梯队模型(智能评分 69.9/100)。 最强项是知识(89.5分),其次是智能体(86.2分);适合知识问答与长文写作。 短板是偏好(31.5分)。 定价属低价档:每百万 token 输入 $0.269 / 输出 $0.400。 开放权重,可自托管。 支持国内直连。

open weights开放权重 CN direct国内直连

69.9
Intelligence Score · benchmark coverage 智能评分 · benchmark 覆盖 100%
ReaCodKnoMatAgtPre

Benchmark scoresBenchmark 成绩

11 entries
Benchmark基准Score成绩Index指数Dated日期Measured by测评方
Humanity's Last ExamReasoning25.1443rd-party第三方source ↗×3
GPQA DiamondReasoning82.9873rd-party第三方source ↗×4⚠±5.4
⚡high82.42025-12vendor-reported厂商自报source ↗
MMLU-ProKnowledge85893rd-party第三方source ↗×3
SWE-bench VerifiedCoding73.1⚡high762026-083rd-party第三方source ↗×7
AIME 2025Math96⚡high963rd-party第三方source ↗×4⚠±13.6
LiveCodeBenchCoding89.6962026-073rd-party第三方source ↗×4⚠±6.3
FrontierMathMath2⚡high23rd-party第三方source ↗×2⚠±20.1
Terminal-BenchCoding46.450official官方榜source ↗×2
τ²-benchAgent91⚡high922025-12-013rd-party第三方source ↗×3⚠±5.2
LMArena (Chatbot Arena)Preference1425322026-08-12official官方榜source ↗×4⚠±43
⚡off14253rd-party第三方source ↗
WebArenaAgent74.3812026-023rd-party第三方source ↗×2

Specs & pricing规格与价格

Provider厂商DeepSeek
Released发布2025-12-01
Context window上下文164K tokens
Max output最大输出66K tokens
Modality模态text->text
Reasoning tiers推理档位⚡none ⚡high default默认 none · thinking on / off
API input price输入价格$0.269 / 1M tokens
API output price输出价格$0.400 / 1M tokens

Tools using this model使用它的工具

How we score →评分方法 → · Catalog & pricing via the official OpenRouter API.模型目录与价格来自 OpenRouter 官方 API。