DeepSeek-R1

DeepSeek-R1 is a reasoning model from DeepSeek. 18 benchmarks count toward its score, in 6 categories.

availableShows if the model has enough results for an index.
IndexOverall score out of 100.40.3 ±5.3
CoverageShare of the index weight with results.85%
SpeedOutput tokens per second.18/s
Input / 1MUS dollars per 1M input tokens.$0.7
Output / 1MUS dollars per 1M output tokens.$2.5
ContextMaximum tokens in one request.64K
EloLMArena rating and rank.1373 (#168)

The index is a score out of 100. The ± range shows how much it can change.

18,524 votes. Elo shows what people prefer. It does not change the score.

CapabilitiesScore per category, out of 100.

Out of 100
AgenticMulti-step tasks with tools.
24.1
CodingCode writing and repair.
48.2
ReasoningLogic problems and puzzles.
40.8
MultimodalTasks with images and text.
N/A
KnowledgeFacts and expert knowledge.
46.7
MultilingualTasks in many languages.
N/A
InstructionTasks with strict rules in the prompt.
29.3
MathMath problems.
44.7

Results

18 counted
BenchmarkThe test name.CategoryThe capability that the test measures.ResultThe score from the publisher.IndexThis result as a score out of 100.RunThe settings of the run.DateDate of the result.Published byThe source of the result.
MATH level 5Math93.1%44.4Epoch AI
MGSMMultilingual92.3%9 Jan 2026Vals AI
MATH 500Math92.2%44.89 Jan 2026Vals AI
MMLU ProKnowledge83.2%51.61 Sept 2026Vals AI
Artificial Analysis GPQA DiamondKnowledge81.3%51.9Artificial Analysis
AIMEMath74.0%48.216 Apr 2026Vals AI
GPQA diamondKnowledge71.7%44.5Epoch AI
LiveCodeBenchCoding70.2%48.21 Sept 2026Vals AI
Artificial Analysis Long Context ReasoningReasoning55.7%46.8Artificial Analysis
OTIS Mock AIME 2024-2025Math53.3%41.4Epoch AI
Artificial Analysis IFBenchInstruction39.6%29.3Artificial Analysis
τ²-Bench Tool-Agent-User EvaluationAgentic36.5%25.0Victor Barres et al.
Artificial Analysis Omniscience AccuracyKnowledge30.5%51.6Artificial Analysis
Artificial Analysis Humanity's Last ExamKnowledge15.8%41.7Artificial Analysis
ARC-AGI-1 (semi-private)Reasoning15.8%34.7ARC Prize Foundation
Terminal-Bench 1.0Agentic13.8%23.212 Jan 2026Vals AI
Artificial Analysis Intelligence IndexKnowledge13.1%38.8Artificial Analysis
Critical Physics TasksReasoning1.4%41.3Artificial Analysis
ARC-AGI-2 (semi-private)Reasoning1.3%40.4ARC Prize Foundation

18 benchmarks count, from 18 of 19 results. A grey row does not count. Too few models took that benchmark.

Sources

BenchLM benchmark aggregationUsed with attribution; per-benchmark results credited to their original authorsOpenRouter, collected directlyNo licence statedEpoch AI, collected directlyCC BY — free to use and redistribute with attributionVals AI, collected directlyNo licence stated. Read from the public leaderboard and credited to Vals AIARC Prize Foundation, collected directlyNo licence stated. Their terms ask for written permission before commercial use

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