DeepSeek V3.1 Terminus (Reasoning)
DeepSeekDeepSeek
描述
A powerful Mixture-of-Experts (MoE) language model with 671B total parameters (37B activated per token). Features Multi-head Latent Attention (MLA), auxiliary-loss-free load balancing, and multi-token prediction training. Pre-trained on 14.8T tokens with strong performance in reasoning, math, and code tasks.
发布日期
2025-09-22
参数规模
—
上下文长度
164K
支持模态
text
能力雷达图
42
general
71
coding
88
reasoning
53
science估算
83
agents
0
multimodal
Science 在缺少专门科学评测时使用推理能力代理估算。
排行榜排名
基准测试分数 (LLM Stats)
Biology
GPQA
59.1%自报
Code
Aider-Polyglot Edit
79.7%自报
Aider-Polyglot
49.6%自报
SWE-Bench Verified
42.0%自报
LiveCodeBench
37.6%自报
Factuality
SimpleQA
24.9%自报
Finance
MMLU
88.5%自报
MMLU-Pro
75.9%自报
General
MMLU-Redux
89.1%自报
C-Eval
86.5%自报
IFEval
86.1%自报
CSimpleQA
64.8%自报
LongBench v2
48.7%自报
Language
CLUEWSC
90.9%自报
Math
DROP
91.6%自报
MATH-500
90.2%自报
CNMO 2024
43.2%自报
AIME 2024
39.2%自报
Reasoning
HumanEval-Mul
82.6%自报
FRAMES
73.3%自报
AA 评测指数
Math Index89.7
Intelligence Index26.3
Aime 250.9
Mmlu Pro0.9
Livecodebench0.8
Gpqa0.8
Lcr0.7
Ifbench0.6
Scicode0.4
Tau20.4
Terminalbench Hard0.3
Hle0.2
LLM Stats 分类评分
Instruction Following90
Language80
Legal80
Finance80
Healthcare80
Math70
Reasoning70
Structured Output70
General70
Physics60
Biology60
Chemistry60
Long Context50
Code50
Frontend Development40
Factuality20
定价
输入价格$1.635 / 1M tokens
输出价格$2.75 / 1M tokens
混合价格(3:1)$1.914 / 1M tokens
缓存读取价格$0.13 / 1M tokens
速度
Tokens/秒0.0
首Token延迟0.00s
首回答延迟0.00s
供应商价格排行
供应商价格排行
5 个供应商
最便宜: Kilo Gateway最贵: DeepSeek
供应商输入输出
1Kilo Gateway最便宜
$0.21
$0.79
2OpenRouter
$0.27
$0.95
3NovitaAI
$0.27
$1
4Vercel AI Gateway
$0.27
$1
5DeepSeek主要
$1.635
$2.75
比较该模型在不同 API 供应商之间的定价。