DeepSeek V3.2 (non-thinking mode) — official successor to V3.2-Exp. Reasoning-first model built for agents with GPT-5 level performance. Balanced inference vs. output length for everyday use. First DeepSeek model with thinking-in-tool-use capability. FP8.
Added Dec 1, 2025
Model weightsContext Window
163.0K
Max Output
65.5K
Avg output tokens (7d)
520 tokens
Input Price (Auto)
$0.29/1M
Output Price (Auto)
$0.44/1M
Cache Read (Auto)
$0.15/1M
Capabilities
Benchmarks
Benchmarks
Performance metrics and benchmarks
Sourced from Artificial Analysis.
Intelligence Index
24.7
Reasoning
GPQA Diamond
Graduate-level scientific reasoning
75.1%
Better than 65% of models compared
HLE
Humanity's Last Exam
10.5%
Better than 67% of models compared
IFBench
Instruction-following benchmark
49.0%
Better than 59% of models compared
T²-Bench Telecom
Conversational AI agents in dual-control scenarios
78.9%
Better than 70% of models compared
AA-LCR
Long context reasoning evaluation
39.0%
Better than 53% of models compared
Coding
SciCode
Python programming for scientific computing
38.7%
Better than 71% of models compared
Terminal-Bench Hard
Agentic coding and terminal use
32.6%
Better than 78% of models compared
LiveCodeBench
Contamination-free coding benchmark
59.3%
Better than 66% of models compared
Math
AIME 2025
American Invitational Mathematics Examination 2025
59.0%
Better than 56% of models compared
Knowledge
MMLU-Pro
Professional and academic subject knowledge
83.7%
Better than 86% of models compared
Last updated Jun 28, 2026
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