Phi-4
MicrosoftPhi开源权重MIT · 商用许可
描述
phi-4 is a state-of-the-art open model built to excel at advanced reasoning, coding, and knowledge tasks. It leverages a blend of synthetic data, filtered web data, academic texts, and supervised fine-tuning for precision, alignment, and safety.
发布日期
2024-12-12
参数规模
14.7B
上下文长度
16K
支持模态
text
能力雷达图
25
general
24
coding
30
reasoning
36
science
28
agents
0
multimodal
排行榜排名
基准测试分数 (LLM Stats)
(LLM Stats (zeroeval))Biology
GPQANYU + Cohere + Anthropic (2023)
65.8%自报
Code
HumanEvalOpenAI (2021)
82.6%自报
LiveCodeBench
53.8%自报
Creativity
Arena Hard
73.3%自报
Factuality
SimpleQA
3.0%自报
Finance
MMLU
84.8%自报
MMLU-Pro
74.3%自报
General
IFEvalGoogle Research (2023)
83.4%自报
PhiBench
70.6%自报
LiveBench
47.6%自报
Long Context
FlenQA
97.7%自报
Math
MGSM
80.6%自报
MATH
80.4%自报
OmniMath
76.6%自报
DROP
75.5%自报
AIME 2024
75.3%自报
AIME 2025
62.9%自报
Reasoning
HumanEval+
92.9%自报
AA 评测指数
(Artificial Analysis)Math Index(Artificial Analysis)18.0
Intelligence Index(Artificial Analysis)4.6
Math 500(OpenAI (2024), subset of Hendrycks et al. MATH (2021))0.8
Mmlu Pro(TIGER-Lab (Univ. of Waterloo, Toronto, CMU, 2024))0.7
Gpqa(NYU + Cohere + Anthropic (2023))0.6
Scicode(UIUC + Argonne National Lab (2024))0.3
Ifbench(Google Research (2023))0.2
Livecodebench(UC Berkeley + MIT + Cornell (2024))0.2
Aime 25(MAA (Mathematical Association of America))0.2
Aime(MAA (Mathematical Association of America))0.1
Hle(Center for AI Safety + Scale AI (2025))0.0
Terminalbench Hard(Stanford × Laude Institute (2026))0.0
Lcr(Artificial Analysis)0.0
Tau2(Sierra + U Toronto + Vector Institute (2025))0.0
LLM Stats 分类评分
(LLM Stats (zeroeval))Legal80
Language80
Finance80
Healthcare80
Code80
Creativity80
Writing80
Math70
Reasoning70
General70
Physics60
Structured Output60
Instruction Following60
Biology60
Chemistry60
Factuality0
定价
输入价格$0.125 / 1M tokens
输出价格$0.5 / 1M tokens
混合价格(3:1)$0.219 / 1M tokens
速度
Tokens/秒40.9
首Token延迟0.57s
首回答延迟0.57s
供应商价格排行
供应商价格排行
5 个供应商
最便宜: OpenRouter最贵: Azure
供应商输入输出
1OpenRouter最便宜
$0.07
$0.14
2Kilo Gateway
$0.07
$0.14
3Microsoft主要
$0.125
$0.5
4Azure Cognitive Services
$0.125
$0.5
5Azure
$0.125
$0.5
比较该模型在不同 API 供应商之间的定价。