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DeepSeek R1

Models
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Leading open-source model with strong reasoning capabilities

Open-source leader with excellent math performance

Metrics

elo1,280
providerDeepSeek
price input$0.55
price output$2.19
context window64,000

Score Breakdown

code85
math88
reasoning72
intelligence83

Scoring Methodology

intelligence30% weight

Overall reasoning and task completion ability

Source: LMArena ELO, Artificial Analysis Intelligence Index, HuggingFace MMLU-PRO

math20% weight

Mathematical reasoning and problem solving

Source: MATH benchmark, GSM8K, HuggingFace MATH-Lvl5

code20% weight

Code generation, understanding, and debugging

Source: HumanEval, MBPP, SWE-bench

reasoning15% weight

Multi-step logical reasoning

Source: ARC-Challenge, BBH, MMLU-Pro, HuggingFace BBH

instruction_following15% weight

Ability to follow complex instructions accurately

Source: HuggingFace IFEval

Related Signals

DeepSeek R1 Leads Open-Source Math Benchmarks

Models1d ago

DeepSeek R1 has emerged as the leading open-source model for mathematical reasoning, outperforming many closed-source alternatives on MATH and GSM8K benchmarks.

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Last updated: December 24, 2025