DeepSeek-R1 vs DeepSeek V3 0324

Change models
DeepSeek-R1DeepSeek
IndexAll categories, out of 100.
38.9 ±5.0 best
37.1 ±5.0
GapIndex points below the top.
Top
−1.8 · no clear gap
CoverageIndex weight that has results.
85%
90% best
SpeedOutput tokens per second.
18/s
—
EloLMArena rating and rank.
1373
1375 best
ReleasedMonth of release.
2025-01
2025-03
Input / 1MUS dollars per 1M input tokens.
$0.70
—
Output / 1MUS dollars per 1M output tokens.
$2.50
—
1K chats2K tokens in, 500 out, each.
$2.65
—
1K documents20K tokens in, 1K out, each.
$16.50
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1K agent tasks200K tokens in, 20K out, each.
$190.00
—
ContextMaximum tokens in one request.
64K
128K best
AgenticMulti-step tasks with tools.
27.6
34.0 best
CodingCode writing and repair.
42.6 best
40.9
ReasoningLogic problems and puzzles.
39.8 best
36.0
MultimodalTasks with images and text.
—
—
KnowledgeFacts and expert knowledge.
43.5 best
37.6
MultilingualTasks in many languages.
—
40.1
InstructionTasks with strict prompt rules.
28.5 best
27.3
MathMath problems.
43.8 best
38.0

Benchmarks

16 shared
Only DeepSeek-R1: 18Only DeepSeek V3 0324: 6
DeepSeek-R1
DeepSeek V3 0324
15.8% best123 / 222
4.7%183 / 222
55.7% best146 / 217
40.7%167 / 217
1.4% best113 / 214
0.0%150 / 214
81.3% best94 / 199
65.5%144 / 199
30.5% best78 / 164
24.3%108 / 164
67.3%133 / 149
77.7% best107 / 149
36.5%107 / 149
47.1% best97 / 149
39.6%105 / 146
41.0% best102 / 146
TaxEval v2Finance
72.3% best66 / 143
71.1%83 / 143
70.2% best88 / 142
65.5%100 / 142
MMLU ProKnowledge
83.2% best73 / 135
79.5%94 / 135
CorpFin v2Finance
54.1%97 / 131
54.7% best92 / 131
AIMEMath
74.0% best52 / 95
52.2%60 / 95
MedQAHealthcare
90.8% best44 / 95
82.0%68 / 95
MGSMMultilingual
92.3% best20 / 74
91.7%26 / 74
92.2% best18 / 59
88.6%30 / 59