1 modelo

Modelos de Reflection: inteligência, desempenho e preço

Name: Artificial Analysis Intelligence Index
Creator: Artificial Analysis
License: https://artificialanalysis.ai/docs/legal/Terms-of-Use.pdf

Reflection

Inteligência

Updated

Beam 1.0

Artificial Analysis Intelligence Index

Tempo por tarefa

Beam 1.0

2.4 min

Por tarefa do Intelligence Index

Custo

Beam 1.0

$0.28

Por tarefa do Intelligence Index

A Artificial Analysis avaliou 1 modelo de Reflection. Abaixo estão suas principais métricas.

Em inteligência, o principal modelo de Reflection é Beam 1.0, com 18.
Em velocidade, Beam 1.0, com 2,4 min tem o menor tempo por tarefa.
Em latência, Beam 1.0, com 8,24 s oferece o menor tempo até o primeiro token da resposta final.
Em termos de preço, Beam 1.0, com $0.28 oferece o menor custo por tarefa.

InteligênciaUpdated

Artificial Analysis Intelligence Index

Artificial Analysis Intelligence Index v5.0.1 incorporates 9 evaluations: AA-Briefcase v1.1, AutomationBench-AA, Terminal-Bench 4.0, FrontierCode 2.0, AA-Omniscience v1.1, GDP.pdf, HLE-Diamond, CritPt v2 (Hard Subset), and Terminal-Bench-Science 0.1

Artificial Analysis Intelligence Index v5.0.1 includes: AA-Briefcase v1.1, AutomationBench-AA, Terminal-Bench 4.0, FrontierCode 2.0, AA-Omniscience v1.1, GDP.pdf, HLE-Diamond, CritPt v2 (Hard Subset), Terminal-Bench-Science 0.1. See Intelligence Index methodology for further details, including a breakdown of each evaluation and how we run them.

Intelligence Index vs. custo por tarefa

Artificial Analysis Intelligence Index · Weighted average cost (USD) per Artificial Analysis Intelligence Index task

Most attractive quadrant

Weighted average cost per Intelligence Index task. Each evaluation’s cost is calculated from input, cache hit, cache write, reasoning, and answer token prices, divided by task count, and weighted by its Intelligence Index weight.

Custo

Custo por tarefa do Intelligence Index

Weighted average cost (USD) per Intelligence Index task · Segmented by token type · Lower is better

Velocidade e latência

Tempo por tarefa do Intelligence Index

Output tokens divided by end-to-end output speed (minutes per Intelligence Index task) · Speed at the model's own endpoint or the median across providers · Lower is better

The weighted average time (minutes) per Artificial Analysis Intelligence Index task: output tokens per task divided by output speed, weighted by each benchmark's weight in the Intelligence Index.

Speed and latency metrics average each endpoint's runs over the past 5 days, and the error rate pools them. We run the benchmark every 6 hours, and endpoints of deprecated models every 18 hours.

Pontuações de capacidades

Índices de capacidades

Mede o desempenho dos modelos em capacidades e setores específicos

Finance & Accounting Index

Incorporates 5 evaluations: AA-Briefcase v1.1, AA-Omniscience v1.1, HLE-Diamond, AutomationBench-AA, GDP.pdf · Higher is better

Strategy & Ops Index

Incorporates 4 evaluations: AutomationBench-AA, AA-Briefcase v1.1, AA-Omniscience v1.1, GDP.pdf · Higher is better

Legal Index

Incorporates 5 evaluations: AA-Omniscience v1.1, AA-Briefcase v1.1, HLE-Diamond, GDP.pdf, AutomationBench-AA · Higher is better

Healthcare & Medical Index

Incorporates 5 evaluations: AA-Omniscience v1.1, AA-Briefcase v1.1, MLCR-AA, AutomationBench-AA, HLE-Diamond · Higher is better

Engineering Index

Incorporates 7 evaluations: AA-Omniscience v1.1, CritPt v2 (Hard Subset), Terminal-Bench-Science 0.1, HLE-Diamond, Terminal-Bench 4.0, FrontierCode 2.0, AA-Briefcase v1.1 · Higher is better

Economics Index

Incorporates 4 evaluations: AA-Omniscience v1.1, AA-Briefcase v1.1, HLE-Diamond, GDP.pdf · Higher is better

Todos os lançamentos de Reflection

Beam 1.0
1 modelo
18
Maior inteligência

Mais detalhes

								Pesos		Benchmarks de provedores
Beam 1.0	Reflection	18	501B 23B ativos durante a inferência	1M	US$ 0,2	2,4	242	🤗	+2	Ver

Modelos de Reflection: inteligência, desempenho e preço

Inteligência

Tempo por tarefa

Custo

InteligênciaUpdated

Artificial Analysis Intelligence Index

Artificial Analysis Intelligence Index

Intelligence Index vs. custo por tarefa

Cost per Intelligence Index Task

Artificial Analysis Intelligence Index

Custo

Custo por tarefa do Intelligence Index

Cost per Intelligence Index Task

Velocidade e latência

Tempo por tarefa do Intelligence Index

Time per Intelligence Index Task

Time Period

Pontuações de capacidades

Índices de capacidades

Todos os lançamentos de Reflection

Mais detalhes