DeepSeek V3.2 (Thinking) vs Gemini 3.1 Flash Lite Preview

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IndexAll categories, out of 100.
49.4 ±8.6
49.6 ±6.9 best
GapIndex points below the top.
−0.2 · no clear gap
Top
CoverageIndex weight that has results.
65%
80% best
SpeedOutput tokens per second.
—
151/s
EloLMArena rating and rank.
1420 best
1416
ReleasedMonth of release.
2025-12
2026-03
Input / 1MUS dollars per 1M input tokens.
$0.55
$0.25 best
Output / 1MUS dollars per 1M output tokens.
$2.19
$1.50 best
1K chats2K tokens in, 500 out, each.
$2.20
$1.25 best
1K documents20K tokens in, 1K out, each.
$13.19
$6.50 best
1K agent tasks200K tokens in, 20K out, each.
$153.80
$80.00 best
ContextMaximum tokens in one request.
128K
1.05M best
AgenticMulti-step tasks with tools.
47.7 best
41.3
CodingCode writing and repair.
49.2 best
48.3
ReasoningLogic problems and puzzles.
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—
MultimodalTasks with images and text.
—
62.5
KnowledgeFacts and expert knowledge.
51.2
52.3 best
MultilingualTasks in many languages.
—
57.3
InstructionTasks with strict prompt rules.
—
—
MathMath problems.
51.0
51.9 best

Benchmarks

12 shared
Only DeepSeek V3.2 (Thinking): 5Only Gemini 3.1 Flash Lite Preview: 19
DeepSeek V3.2 (Thinking)
Gemini 3.1 Flash Lite Preview
76.1%112 / 149
83.8% best47 / 149
TaxEval v2Finance
68.2%100 / 143
71.8% best72 / 143
80.7% best65 / 142
80.1%70 / 142
80.3%66 / 135
81.1% best64 / 135
MMLU ProKnowledge
84.9%59 / 135
86.2% best45 / 135
CorpFin v2Finance
51.0%105 / 131
59.4% best78 / 131
5.1% best109 / 123
0.0%120 / 123
AIMEMath
84.6% best39 / 95
83.3%43 / 95
SWE-benchCoding
67.6% best69 / 87
62.8%74 / 87
36.0% best41 / 66
24.7%52 / 66
55.4% best34 / 53
55.0%35 / 53
2.3%49 / 51
46.1% best33 / 51