BenchAtlas

Rankings / DeepSeek

Deepseek V4 Flash

released 2026-04-24

BenchAtlas Index

as of 2026-07-14
63.2
max effort
rank #116
7 families · 4 categories · medium
60.9
high effort
rank #134
7 families · 4 categories · medium
48.3
no reasoning
rank #230
7 families · 4 categories · medium

Benchmark evidence

59 results
agentic coding
Release 2026-06-25
tasks_counted=3 · livebench_version=2026-06-25
37.6 %independentLiveBench
τ²-Benchhigh effort95.6 %independentArtificial Analysis
τ²-Benchmax effort95.0 %independentArtificial Analysis
τ²-Benchno reasoning94.4 %independentArtificial Analysis
τ²-Bench
subset=banking
max effort22.9 %independentArtificial Analysis
coding
Release 2026-06-25
tasks_counted=2 · livebench_version=2026-06-25
69.2 %independentLiveBench
SciCodemax effort44.9 %independentArtificial Analysis
SciCodehigh effort42.0 %independentArtificial Analysis
SciCodeno reasoning37.3 %independentArtificial Analysis
data analysis
Release 2026-06-25
tasks_counted=3 · livebench_version=2026-06-25
68.0 %independentLiveBench
external indices
AA Coding Indexmax effort56.2 pointsindependentArtificial Analysis
Intelligence Index v4.1max effort40.3 pointsindependentArtificial Analysis
Intelligence Index v4.1high effort37.4 pointsindependentArtificial Analysis
Intelligence Index v4.1no reasoning28.7 pointsindependentArtificial Analysis
human preference
Coding (style control)older version
arena=text · category=coding · style_control=true
1482.4
1475.5–1489.2
communityLMArena Leaderboard Dataset
Chinese (style control)older version
arena=text · category=chinese · style_control=true
1474.7
1460.4–1488.9
communityLMArena Leaderboard Dataset
Industry Software And It Services (style control)older version
arena=text · category=industry_software_and_it_services · style_control=true
1470.8
1464.8–1476.9
communityLMArena Leaderboard Dataset
Hard Prompts English (style control)older version
arena=text · category=hard_prompts_english · style_control=true
1463.7
1457.2–1470.3
communityLMArena Leaderboard Dataset
Hard Prompts (style control)older version
arena=text · category=hard_prompts · style_control=true
1460.7
1455.4–1465.9
communityLMArena Leaderboard Dataset
Industry Medicine And Healthcare (style control)older version
arena=text · category=industry_medicine_and_healthcare · style_control=true
1460.3
1448.4–1472.2
communityLMArena Leaderboard Dataset
Expert (style control)older version
arena=text · category=expert · style_control=true
1460.2
1450.0–1470.4
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
1459.6
1451.4–1467.7
communityLMArena Leaderboard Dataset
Multi Turn (style control)older version
arena=text · category=multi_turn · style_control=true
1452.2
1444.2–1460.2
communityLMArena Leaderboard Dataset
Industry Legal And Government (style control)older version
arena=text · category=industry_legal_and_government · style_control=true
1450.8
1439.6–1461.9
communityLMArena Leaderboard Dataset
Longer Query (style control)older version
arena=text · category=longer_query · style_control=true
1450.7
1444.6–1456.9
communityLMArena Leaderboard Dataset
English (style control)older version
arena=text · category=english · style_control=true
1446.4
1440.7–1452.1
communityLMArena Leaderboard Dataset
French (style control)older version
arena=text · category=french · style_control=true
1443.4
1426.2–1460.6
communityLMArena Leaderboard Dataset
Overall (style control)
arena=text · category=overall · style_control=true
1437.6
1433.2–1442.1
communityLMArena Leaderboard Dataset
Industry Mathematical (style control)older version
arena=text · category=industry_mathematical · style_control=true
1437.3
1424.2–1450.4
communityLMArena Leaderboard Dataset
Polish (style control)older version
arena=text · category=polish · style_control=true
1436.8
1415.9–1457.6
communityLMArena Leaderboard Dataset
Russian (style control)older version
arena=text · category=russian · style_control=true
1436.7
1427.1–1446.3
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
1436.0
1428.4–1443.7
communityLMArena Leaderboard Dataset
Spanish (style control)older version
arena=text · category=spanish · style_control=true
1435.8
1417.3–1454.3
communityLMArena Leaderboard Dataset
Exclude Ties (style control)older version
arena=text · category=exclude_ties · style_control=true
1433.5
1427.6–1439.3
communityLMArena Leaderboard Dataset
Instruction Following (style control)older version
arena=text · category=instruction_following · style_control=true
1429.6
1423.2–1436.0
communityLMArena Leaderboard Dataset
Math (style control)older version
arena=text · category=math · style_control=true
1427.8
1414.4–1441.1
communityLMArena Leaderboard Dataset
Non English (style control)older version
arena=text · category=non_english · style_control=true
1424.6
1419.1–1430.0
communityLMArena Leaderboard Dataset
German (style control)older version
arena=text · category=german · style_control=true
1420.7
1396.7–1444.8
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
1420.1
1412.9–1427.2
communityLMArena Leaderboard Dataset
Creative Writing (style control)older version
arena=text · category=creative_writing · style_control=true
1409.6
1401.3–1417.9
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
1407.1
1399.5–1414.7
communityLMArena Leaderboard Dataset
Korean (style control)older version
arena=text · category=korean · style_control=true
1399.1
1374.8–1423.4
communityLMArena Leaderboard Dataset
Japanese (style control)older version
arena=text · category=japanese · style_control=true
1391.0
1361.9–1420.1
communityLMArena Leaderboard Dataset
knowledge science
GPQA Diamond
implementation=artificial-analysis
max effort89.4 %independentArtificial Analysis
GPQA Diamond
implementation=artificial-analysis
high effort86.7 %independentArtificial Analysis
GPQA Diamond
implementation=artificial-analysis
no reasoning71.6 %independentArtificial Analysis
Humanity's Last Exam
implementation=artificial-analysis
max effort32.1 %independentArtificial Analysis
Humanity's Last Exam
implementation=artificial-analysis
high effort27.8 %independentArtificial Analysis
Humanity's Last Exam
implementation=artificial-analysis
no reasoning7.0 %independentArtificial Analysis
language
Release 2026-06-25
tasks_counted=3 · livebench_version=2026-06-25
70.1 %independentLiveBench
long context instruction
AA-LCRmax effort63.0 %independentArtificial Analysis
AA-LCRhigh effort62.7 %independentArtificial Analysis
AA-LCRno reasoning33.3 %independentArtificial Analysis
IFBenchmax effort79.2 %independentArtificial Analysis
IFBenchhigh effort73.5 %independentArtificial Analysis
IFBenchno reasoning47.2 %independentArtificial Analysis
Release 2026-06-25
tasks_counted=4 · livebench_version=2026-06-25
63.1 %independentLiveBench
reasoning math
Release 2026-06-25
tasks_counted=4 · livebench_version=2026-06-25
79.7 %independentLiveBench
Release 2026-06-25
tasks_counted=4 · livebench_version=2026-06-25
70.6 %independentLiveBench

Agent + model results

systems, not bare-model scores
agent + model Artificial Analysis harness + Deepseek V4 FlashTerminal-Bench 2.161.8 %independentArtificial Analysis
agent + model Artificial Analysis harness + Deepseek V4 FlashTerminal-Bench Hard38.6 %independentArtificial Analysis
agent + model Artificial Analysis harness + Deepseek V4 FlashTerminal-Bench Hard35.6 %independentArtificial Analysis
agent + model Artificial Analysis harness + Deepseek V4 FlashTerminal-Bench Hard34.1 %independentArtificial Analysis

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