BenchAtlas

Rankings / DeepSeek

Deepseek R1

released 2025-01-20

BenchAtlas Index

as of 2026-09-11
Not enough benchmark coverage for a composite score (needs ≥4 families across ≥3 categories). The per-benchmark evidence below stands on its own — sparse coverage is an evidence gap, not a low score.

Benchmark evidence

34 results
external indices
ECI139.0 pointsindependentEpoch AI Benchmarking Hub
human preference
Coding (style control)older version
arena=text · category=coding · style_control=true
1444.3
1432.5–1456.2
communityLMArena Leaderboard Dataset
Hard Prompts English (style control)older version
arena=text · category=hard_prompts_english · style_control=true
1432.7
1421.5–1443.9
communityLMArena Leaderboard Dataset
Industry Software And It Services (style control)older version
arena=text · category=industry_software_and_it_services · style_control=true
1430.2
1420.9–1439.4
communityLMArena Leaderboard Dataset
Chinese (style control)older version
arena=text · category=chinese · style_control=true
1428.6
1410.4–1446.7
communityLMArena Leaderboard Dataset
Hard Prompts (style control)older version
arena=text · category=hard_prompts · style_control=true
1418.3
1409.3–1427.4
communityLMArena Leaderboard Dataset
Industry Mathematical (style control)older version
arena=text · category=industry_mathematical · style_control=true
1414.3
1399.5–1429.2
communityLMArena Leaderboard Dataset
English (style control)older version
arena=text · category=english · style_control=true
1412.7
1406.6–1418.9
communityLMArena Leaderboard Dataset
Industry Medicine And Healthcare (style control)older version
arena=text · category=industry_medicine_and_healthcare · style_control=true
1412.1
1391.6–1432.6
communityLMArena Leaderboard Dataset
Math (style control)older version
arena=text · category=math · style_control=true
1411.8
1397.7–1425.9
communityLMArena Leaderboard Dataset
Industry Life And Physical And Social Science (style control)older version
arena=text · category=industry_life_and_physical_and_social_science · style_control=true
1411.0
1400.8–1421.3
communityLMArena Leaderboard Dataset
Multi Turn (style control)older version
arena=text · category=multi_turn · style_control=true
1410.1
1398.2–1422.1
communityLMArena Leaderboard Dataset
Expert (style control)older version
arena=text · category=expert · style_control=true
1401.3
1381.4–1421.1
communityLMArena Leaderboard Dataset
Longer Query (style control)older version
arena=text · category=longer_query · style_control=true
1399.1
1387.1–1411.1
communityLMArena Leaderboard Dataset
Industry Legal And Government (style control)older version
arena=text · category=industry_legal_and_government · style_control=true
1399.0
1381.3–1416.7
communityLMArena Leaderboard Dataset
Overall (style control)
arena=text · category=overall · style_control=true
1398.0
1393.1–1402.9
communityLMArena Leaderboard Dataset
Instruction Following (style control)older version
arena=text · category=instruction_following · style_control=true
1397.1
1389.6–1404.6
communityLMArena Leaderboard Dataset
Industry Business And Management And Financial Operations (style control)older version
arena=text · category=industry_business_and_management_and_financial_operations · style_control=true
1387.7
1373.8–1401.5
communityLMArena Leaderboard Dataset
Exclude Ties (style control)older version
arena=text · category=exclude_ties · style_control=true
1382.9
1375.6–1390.2
communityLMArena Leaderboard Dataset
Industry Writing And Literature And Language (style control)older version
arena=text · category=industry_writing_and_literature_and_language · style_control=true
1381.9
1373.7–1390.1
communityLMArena Leaderboard Dataset
Russian (style control)older version
arena=text · category=russian · style_control=true
1380.8
1368.0–1393.7
communityLMArena Leaderboard Dataset
Non English (style control)older version
arena=text · category=non_english · style_control=true
1377.5
1370.7–1384.3
communityLMArena Leaderboard Dataset
Creative Writing (style control)older version
arena=text · category=creative_writing · style_control=true
1373.6
1363.2–1384.0
communityLMArena Leaderboard Dataset
Industry Entertainment And Sports And Media (style control)older version
arena=text · category=industry_entertainment_and_sports_and_media · style_control=true
1371.7
1361.9–1381.6
communityLMArena Leaderboard Dataset
knowledge science
GPQA Diamond69.2 %independentEpoch AI Benchmarking Hub
2025-05-26
MMLU-Pro
implementation=vals-ai
83.2 %independentVals AI
professional
CorpFin54.1 %independentVals AI
LegalBench67.3 %independentVals AI
MedQA90.8 %independentVals AI
TaxEval72.3 %independentVals AI
reasoning math
AIME
implementation=vals-ai
74.0 %independentVals AI
MATH-500
implementation=vals-ai
92.2 %independentVals AI
MATH Level 593.0 %independentEpoch AI Benchmarking Hub
2025-01-31
OTIS Mock AIME 2024–202553.3 %independentEpoch AI Benchmarking Hub
2025-02-26

Agent + model results

systems, not bare-model scores
agent + model terminus-1 + Deepseek R1Terminal-Bench 1.05.7 %communityTerminal-Bench Leaderboard

These scores measure the whole agent system (scaffold, tools, budgets) — they are never merged into the bare model’s numbers.

Related variants

Deepseek R1 0528