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Grok 4.1 Fast (Reasoning)

xAIGrokProprietary

描述

Grok 4.1 Thinking (code name: quasarflux) is the reasoning variant of Grok 4.1, bringing significant improvements to the real-world usability of Grok. The model is exceptionally capable in creative, emotional, and collaborative interactions. It is more perceptive to nuanced intent, compelling to speak with, and coherent in personality, while fully retaining the razor-sharp intelligence and reliability of its predecessors. Grok 4.1 Thinking uses thinking tokens for deeper reasoning, achieving state-of-the-art performance on blind human preference evaluations. The model features reduced hallucinations compared to previous versions, with significant improvements in factual accuracy for information-seeking prompts. To achieve this, xAI used large scale reinforcement learning infrastructure to optimize style, personality, helpfulness, and alignment, developing new methods that use frontier agentic reasoning models as reward models to autonomously evaluate and iterate on responses at scale. Grok 4.1 Thinking includes comprehensive safety mitigations including refusal training, input filters for restricted knowledge, and adversarial robustness measures. The model demonstrates strong refusal rates on harmful queries (7% answer rate on chat refusals, 14% on agentic refusals) and improved honesty training to reduce deception.

发布日期
2025-11-19
参数规模
上下文长度
2.0M
支持模态
file, image, text

能力雷达图

49
general
50
coding
89
reasoning
57
science估算
0
agents
80
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

领域#排名分数来源
智能体与工具87
39.0
LS
代码能力榜79
65.0
AA
通用能力榜68
74.0
AA
数学推理40
90.0
AA
推理能力84
51.0
LS
科学能力59
68.0
AA

基准测试分数 (LLM Stats)

Agents

CyBench39.0%自报

Biology

WMDP84.0%自报
BioLP-Bench37.0%自报

Creativity

Creative Writing v3172190.0%自报
EQ-Bench1586.00 / 2000自报

General

LMArena Text Leaderboard1483.00 / 2000自报

Healthcare

ProtocolQA79.0%自报
Virology Capabilities Test61.0%自报
CloningScenarios46.0%自报
FigQA34.0%自报

Reasoning

MASK51.0%自报

AA 评测指数

Math Index
89.3
Intelligence Index
38.6
Coding Index
30.9
Tau2
0.9
Aime 25
0.9
Mmlu Pro
0.9
Gpqa
0.9
Livecodebench
0.8
Lcr
0.7
Ifbench
0.5
Scicode
0.4
Terminalbench Hard
0.2
Hle
0.2

LLM Stats 分类评分

Writing
100
Creativity
100
Vision
30
Healthcare
30
Safety
30

定价

输入价格$0.2 / 1M tokens
输出价格$0.5 / 1M tokens
混合价格(3:1)$0.275 / 1M tokens

速度

Tokens/秒109.5 tokens/s
首Token延迟10.47s
首回答延迟10.47s

可用提供商

(LS 内部计价单位)

暂无提供商数据

外部链接