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DeepSeek-V3.1

DeepSeek · 2025-08-21 · 684.5B parameters

DeepSeek-V3.1 is DeepSeek's open-weight MoE model (marketed as 671B total with 37B active parameters) released August 21, 2025, introducing a hybrid reasoning architecture that switches between a fast Non-Thinking mode and a chain-of-thought Thinking mode via chat template. It also adds enhanced tool-use and agent capabilities with support for 128K-token context, under the MIT license.

Benchmark scores

BenchmarkScore
A-Fantasia75.3
A-Fantasia (Valid Attempts with Retries)75.3
A-Fantasia Backwards Spelling92.0
A-Fantasia Chess63.0
A-Fantasia Chess (Valid Attempts with Retries)63.0
A-Fantasia Cube (Valid Attempts with Retries)71.0
A-Fantasia Cube Rotation71.0
A-Fantasia Spelling (Valid Attempts with Retries)92.0
AA-LCR53.3
AA-LCR v1.156.7
AA-Omniscience Index-29.6
AIME 2025 (Artificial Analysis avg@10)89.7
AIME 2025 (MathArena repeated-run mean)90.8
Apex (MathArena)0.5
Arena Text — Business, Management & Financial Ops (No Style Control)1409
Arena Text — Chinese (No Style Control)1469
Arena Text — Creative Writing (No Style Control)1401
Arena Text — English (No Style Control)1432
Arena Text — Entertainment, Sports & Media (No Style Control)1394
Arena Text — Exclude Ties (No Style Control)1405
Arena Text — Exclude Ties (Style Controlled)1404
Arena Text — Expert (No Style Control)1405
Arena Text — French (No Style Control)1448
Arena Text — French (Style Controlled)1447
Arena Text — German (No Style Control)1411
Arena Text — Hard Prompts (No Style Control)1417
Arena Text — Hard Prompts English (No Style Control)1427
Arena Text — Instruction Following (No Style Control)1401
Arena Text — Japanese (No Style Control)1378
Arena Text — Korean (No Style Control)1338
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