Llama 4 Scout

Llama 4 Scout is a non-reasoning model from Meta. 19 benchmarks count toward its score, in 7 categories.

availableShows if the model has enough results for an index.
IndexOverall score. 50 is the middle.28.0 ±4.2
CoverageShare of the index weight with results.95%
SpeedOutput tokens per second.24/s
Input / 1MUS dollars per 1M input tokens.$0.1
Output / 1MUS dollars per 1M output tokens.$0.3
ContextMaximum tokens in one request.1.31M
EloLMArena rating and rank.N/A

50 is the middle of the board. The range shows the doubt in the index.

CapabilitiesScore per category. 50 is the middle.

50 is the middle
AgenticMulti-step tasks with tools.
27.7
CodingCode writing and repair.
23.6
ReasoningLogic problems and puzzles.
33.2
MultimodalTasks with images and text.
31.7
KnowledgeFacts and expert knowledge.
29.7
MultilingualTasks in many languages.
N/A
InstructionTasks with strict rules in the prompt.
29.2
MathMath problems.
25.3

Results

19 counted
BenchmarkThe test name.CategoryThe capability that the test measures.ResultThe score from the publisher.IndexThis result on the index scale.RunThe settings of the run.DateDate of the result.Published byThe source of the result.
MATH level 5Math62.3%29.3Epoch AI
Artificial Analysis GPQA DiamondKnowledge58.7%28.7Artificial Analysis
Artificial Analysis MMMU-ProMultimodal52.9%31.7Artificial Analysis
GPQA diamondKnowledge51.8%26.1Epoch AI
Artificial Analysis IFBenchInstruction39.5%29.2Artificial Analysis
Artificial Analysis Long Context ReasoningReasoning27.7%27.4Artificial Analysis
Artificial Analysis SciCodeCoding21.3%22.4Artificial Analysis
τ²-Bench Tool-Agent-User EvaluationAgentic15.5%10.0Victor Barres et al.
Artificial Analysis Omniscience AccuracyKnowledge15.2%32.7Artificial Analysis
Artificial Analysis Coding IndexCoding8.2%24.7Artificial Analysis
Artificial Analysis Intelligence IndexKnowledge8.1%32.5Artificial Analysis
OTIS Mock AIME 2024-2025Math7.8%16.0Epoch AI
Artificial Analysis Humanity's Last ExamKnowledge3.8%28.7Artificial Analysis
Artificial Analysis Agentic IndexAgentic0.6%37.6Artificial Analysis
ARC-AGI-1 (semi-private)Reasoning0.5%27.5ARC Prize Foundation
GDPval-AA normalizedAgentic0.0%35.6Artificial Analysis
Critical Physics TasksReasoning0.0%38.4Artificial Analysis
ARC-AGI-2 (semi-private)Reasoning0.0%39.7ARC Prize Foundation
FrontierMath-2025-02-28-PrivateMath0.0%30.6Epoch AI

19 benchmarks count, from 19 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 attributionARC Prize Foundation, collected directlyNo licence stated. Their terms ask for written permission before commercial use

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