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Bar chart race of DeepSeek, Google DeepMind, OpenAI and 7 more, by GPQA Diamond.
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DeepSeek
DeepSeek has risen from 24.6% in 2023 to 93.2% in 2026.
Aider Polyglot
74 %
Ale bench
1,622
Algotune
2 %
Apex Agents
79 %
Arc Agi
95 %
Arc Agi 2
78 %
BALROG
35 %
Bbh
88 %
Chess Puzzles
48 %
Cl bench
13 %
Cl bench Life
14 %
Critpt
24 %
CursorBench
48 %
DeepResearchBench
35 %
Dtbench
94 %
Forecastbench
63 %
FrontierCode
44 %
FrontierMath
22 %
FrontierMath Tier 4
2 %
FrontierMath Tier 4 V2
46 %
FrontierMath Tiers 1 3 V2
71 %
Furniture Assembly
34 %
GPQA Diamond
93 %
Gsm8k
95 %
Hella Swag
89 %
Lech Mazur Writing
8 %
Live bench
72 %
Lmca
47 %
Math Level 5
97 %
Mmlu
87 %
Mystery Game Puzzles
49 %
OTIS Mock AIME 2024 2025
99 %
Piqa
85 %
Proofbench
56 %
SciCode
56 %
SimpleBench
61 %
SimpleQA Verified
53 %
Surface Evolver bench
46 %
SWE bench Verified
78 %
TerminalBench
40 %
Trivia Qa
83 %
Vending bench 2
3,285
WebDev Arena
1,614
WeirdML
66 %
WeirdML V3
9 %
Wino Grande
86 %
Training Compute
9,702,000,000,000.00T FLOP
DeepSeek benchmark results over time.
Aider Polyglot Monthly
Aider Polyglot score.
Aider Polyglot Yearly
Aider Polyglot score.
Ale bench Monthly
Ale bench score.
Ale bench Yearly
Ale bench score.
Algotune Monthly
Algotune score.
Algotune Yearly
Algotune score.
Apex Agents Monthly
Apex Agents score.
Apex Agents Yearly
Apex Agents score.
Arc Agi Monthly
Arc Agi score.
Arc Agi Yearly
Arc Agi score.
Arc Agi 2 Monthly
Arc Agi 2 score.
Arc Agi 2 Yearly
Arc Agi 2 score.
BALROG Monthly
BALROG score.
BALROG Yearly
BALROG score.
Bbh Monthly
Bbh score.
Bbh Yearly
Bbh score.
Chess Puzzles Monthly
Chess Puzzles score.
Chess Puzzles Yearly
Chess Puzzles score.
Cl bench Monthly
Cl bench score.
Cl bench Yearly
Cl bench score.
Cl bench Life Monthly
Cl bench Life score.
Cl bench Life Yearly
Cl bench Life score.
Critpt Monthly
Critpt score.
Critpt Yearly
Critpt score.
CursorBench Monthly
CursorBench score.
CursorBench Yearly
CursorBench score.
DeepResearchBench Monthly
DeepResearchBench score.
DeepResearchBench Yearly
DeepResearchBench score.
Dtbench Monthly
Dtbench score.
Dtbench Yearly
Dtbench score.
Forecastbench Monthly
Forecastbench score.
Forecastbench Yearly
Forecastbench score.
FrontierCode Monthly
FrontierCode score.
FrontierCode Yearly
FrontierCode score.
FrontierMath Monthly
FrontierMath score.
FrontierMath Yearly
FrontierMath score.
FrontierMath Tier 4 Monthly
FrontierMath Tier 4 score.
FrontierMath Tier 4 Yearly
FrontierMath Tier 4 score.
FrontierMath Tier 4 V2 Monthly
FrontierMath Tier 4 V2 score.
FrontierMath Tier 4 V2 Yearly
FrontierMath Tier 4 V2 score.
FrontierMath Tiers 1 3 V2 Monthly
FrontierMath Tiers 1 3 V2 score.
FrontierMath Tiers 1 3 V2 Yearly
FrontierMath Tiers 1 3 V2 score.
Furniture Assembly Monthly
Furniture Assembly score.
Furniture Assembly Yearly
Furniture Assembly score.
GPQA Diamond Monthly
GPQA Diamond score.
GPQA Diamond Yearly
GPQA Diamond score.
Gsm8k Monthly
Gsm8k score.
Gsm8k Yearly
Gsm8k score.
Hella Swag Monthly
Hella Swag score.
Hella Swag Yearly
Hella Swag score.
Lech Mazur Writing Monthly
Lech Mazur Writing score.
Lech Mazur Writing Yearly
Lech Mazur Writing score.
Live bench Monthly
Live bench score.
Live bench Yearly
Live bench score.
Lmca Monthly
Lmca score.
Lmca Yearly
Lmca score.
Math Level 5 Monthly
Math Level 5 score.
Math Level 5 Yearly
Math Level 5 score.
Mmlu Monthly
Mmlu score.
Mmlu Yearly
Mmlu score.
Mystery Game Puzzles Monthly
Mystery Game Puzzles score.
Mystery Game Puzzles Yearly
Mystery Game Puzzles score.
OTIS Mock AIME 2024 2025 Monthly
OTIS Mock AIME 2024 2025 score.
OTIS Mock AIME 2024 2025 Yearly
OTIS Mock AIME 2024 2025 score.
Piqa Monthly
Piqa score.
Piqa Yearly
Piqa score.
Proofbench Monthly
Proofbench score.
Proofbench Yearly
Proofbench score.
SciCode Monthly
SciCode score.
SciCode Yearly
SciCode score.
SimpleBench Monthly
SimpleBench score.
SimpleBench Yearly
SimpleBench score.
SimpleQA Verified Monthly
SimpleQA Verified score.
SimpleQA Verified Yearly
SimpleQA Verified score.
Surface Evolver bench Monthly
Surface Evolver bench score.
Surface Evolver bench Yearly
Surface Evolver bench score.
SWE bench Verified Monthly
SWE bench Verified score.
SWE bench Verified Yearly
SWE bench Verified score.
TerminalBench Monthly
TerminalBench score.
TerminalBench Yearly
TerminalBench score.
Trivia Qa Monthly
Trivia Qa score.
Trivia Qa Yearly
Trivia Qa score.
Vending bench 2 Monthly
Vending bench 2 score.
Vending bench 2 Yearly
Vending bench 2 score.
WebDev Arena Monthly
WebDev Arena score.
WebDev Arena Yearly
WebDev Arena score.
WeirdML Monthly
WeirdML score.
WeirdML Yearly
WeirdML score.
WeirdML V3 Monthly
WeirdML V3 score.
WeirdML V3 Yearly
WeirdML V3 score.
Wino Grande Monthly
Wino Grande score.
Wino Grande Yearly
Wino Grande score.
Data Source
Epoch AI, 'Capabilities & Benchmarking'. Published online at epoch.ai.
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