DeepSeek V3.1

DeepSeek V3.1 is a non-reasoning model from DeepSeek. 10 benchmarks count toward its score, in 4 categories.

availableShows if the model has enough results for an index.
IndexOverall score out of 100.37.7 ±9.6
CoverageShare of the index weight with results.55%
SpeedOutput tokens per second.
Input / 1MUS dollars per 1M input tokens.Free
Output / 1MUS dollars per 1M output tokens.Free
ContextMaximum tokens in one request.128K
EloLMArena rating and rank.1420 (#110)

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

14,607 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.
36.3
CodingCode writing and repair.
N/A
ReasoningLogic problems and puzzles.
39.6
MultimodalTasks with images and text.
N/A
KnowledgeFacts and expert knowledge.
39.4
MultilingualTasks in many languages.
N/A
InstructionTasks with strict rules in the prompt.
27.5
MathMath problems.
N/A

Results

10 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.
Artificial Analysis GPQA DiamondKnowledge73.5%43.9Artificial Analysis
Artificial Analysis Long Context ReasoningReasoning47.0%40.8Artificial Analysis
Terminal-Bench 1.0Agentic41.3%46.512 Jan 2026Vals AI
Artificial Analysis IFBenchInstruction37.8%27.5Artificial Analysis
τ²-Bench Tool-Agent-User EvaluationAgentic34.8%23.8Victor Barres et al.
Artificial Analysis Omniscience AccuracyKnowledge23.1%42.4Artificial Analysis
Terminal-Bench 2.0Agentic22.5%38.74 Jun 2026Vals AI
Artificial Analysis Intelligence IndexKnowledge13.7%39.5Artificial Analysis
Artificial Analysis Humanity's Last ExamKnowledge6.7%31.8Artificial Analysis
Critical Physics TasksReasoning0.0%38.4Artificial Analysis

10 benchmarks count, from 10 of 10 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 authorsVals AI, collected directlyNo licence stated. Read from the public leaderboard and credited to Vals AI

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