ANÁLISIS DE MODELOS

ModelRank

Compara modelos dentro de una tarea y una fuente. Las preferencias, las pruebas de capacidad y el uso miden aspectos distintos; sus puntuaciones no se combinan.

Fuente LMArena Text Style Control Publicación de la fuente: 28 oct 2026 · Días desde la publicación: 6 Última comprobación correcta: 2026-11-03 13:00 UTC Instantánea guardada: 2026-11-03 04:05 UTC
Fuente original
Metodología y notas sobre los datos

Clasificación principal de LLM abiertos y cerrados. El ajuste por estilo reduce el sesgo por formato y tono.

Métrica: Puntuación Arena ajustada por estilo; más alta es mejor

Fuente de la clasificación

Puesto Modelo Organización Style-controlled Arena rating ↑ 95% CI Acceso Evidencia
1
Gemini 4 Carbon (High) Style-controlled Arena rating ↑
google 1,527.5 1518.1–1536.9 Proprietary 4403 votos Fuente
2
Gemini 4 Argon (High) Style-controlled Arena rating ↑
google 1,520.3 1514.0–1526.5 Proprietary 11.889 votos Fuente
3
Claude Opus 5.5 (High) Style-controlled Arena rating ↑
anthropic 1,508.7 1502.1–1515.3 Proprietary 11.415 votos Fuente
4
Muse Wonder (Max) Style-controlled Arena rating ↑
meta 1,507.1 1499.8–1514.4 Proprietary 7749 votos Fuente
5
Claude Fable 5.1 (Max) Style-controlled Arena rating ↑
anthropic 1,504.4 1498.6–1510.2 Proprietary 17.178 votos Fuente
6
Claude Fable 5 (High) Style-controlled Arena rating ↑
anthropic 1,503.9 1499.7–1508.1 Proprietary 45.341 votos Fuente
7
Claude Opus 4.6 (High) Style-controlled Arena rating ↑
anthropic 1,503.2 1499.9–1506.4 Proprietary 84.512 votos Fuente
8
Claude Opus 4.7 (High) Style-controlled Arena rating ↑
anthropic 1,501.0 1497.3–1504.8 Proprietary 65.110 votos Fuente
9
Claude Opus 4.6 Style-controlled Arena rating ↑
anthropic 1,496.1 1492.9–1499.3 Proprietary 89.324 votos Fuente
10
Gemini 3.8 Flash (High) Style-controlled Arena rating ↑
google 1,495.9 1491.5–1500.4 Proprietary 47.803 votos Fuente
11
Muse Spark 1.3 (Max) Style-controlled Arena rating ↑
meta 1,495.0 1489.8–1500.3 Proprietary 22.134 votos Fuente
12
Claude Opus 4.7 Style-controlled Arena rating ↑
anthropic 1,493.7 1490.0–1497.5 Proprietary 66.140 votos Fuente
13
Muse Spark 1.2 (xHigh) Style-controlled Arena rating ↑
meta 1,492.2 1485.8–1498.5 Proprietary 11.724 votos Fuente
14
Claude Opus 5 (High) Style-controlled Arena rating ↑
anthropic 1,491.6 1488.0–1495.1 Proprietary 73.167 votos Fuente
15
Claude Opus 5 (Max) Style-controlled Arena rating ↑
anthropic 1,490.5 1485.8–1495.2 Proprietary 35.531 votos Fuente
16
Muse Spark 1.1 Style-controlled Arena rating ↑
meta 1,490.2 1486.1–1494.4 Proprietary 46.354 votos Fuente
17
Gemini 3.7 Flash (High) Style-controlled Arena rating ↑
google 1,489.6 1484.9–1494.2 Proprietary 32.289 votos Fuente
18
Muse Spark Style-controlled Arena rating ↑
meta 1,489.0 1483.3–1494.8 Proprietary 14.140 votos Fuente
19
Kimi K3 (Max) Style-controlled Arena rating ↑
moonshot 1,488.2 1483.7–1492.6 Kimi K3 license 36.780 votos Fuente
20
Gemini 3.1 Pro Preview Style-controlled Arena rating ↑
google 1,486.9 1484.0–1489.8 Proprietary 132.547 votos Fuente
21
Gemini 3 Pro Style-controlled Arena rating ↑
google 1,485.4 1481.6–1489.2 Proprietary 42.057 votos Fuente
22
GPT-5.6 Sol (xHigh) Style-controlled Arena rating ↑
openai 1,484.9 1480.7–1489.1 Proprietary 43.796 votos Fuente
23
Gemini 3.6 Flash (High) Style-controlled Arena rating ↑
google 1,483.2 1478.7–1487.6 Proprietary 36.028 votos Fuente
24
Qwen3.8-Max Style-controlled Arena rating ↑
alibaba 1,482.4 1477.6–1487.2 Proprietary 31.915 votos Fuente
25
Claude Opus 4.8 (High) Style-controlled Arena rating ↑
anthropic 1,481.7 1477.8–1485.6 Proprietary 63.994 votos Fuente
26
GPT-5.5 (High) Style-controlled Arena rating ↑
openai 1,481.7 1478.0–1485.4 Proprietary 69.377 votos Fuente
27
GPT-6.1 Sol (Max) Style-controlled Arena rating ↑
openai 1,481.3 1474.3–1488.4 Proprietary 9367 votos Fuente
28
GLM-5.3 (Max) Style-controlled Arena rating ↑
zai 1,480.6 1475.6–1485.5 MIT 26.606 votos Fuente
29
MiMo-V2.6-Pro Style-controlled Arena rating ↑
xiaomi 1,479.7 1470.3–1489.1 MIT 4037 votos Fuente
30
Gemini 3.5 Flash (High) Style-controlled Arena rating ↑
google 1,477.6 1473.7–1481.5 Proprietary 48.376 votos Fuente
31
Claude Sonnet 5.5 (xHigh) Style-controlled Arena rating ↑
anthropic 1,477.1 1470.4–1483.9 Proprietary 10.033 votos Fuente
32
GPT-5.5 Style-controlled Arena rating ↑
openai 1,476.7 1473.0–1480.3 Proprietary 70.949 votos Fuente
33
GLM-5.3-Flash Style-controlled Arena rating ↑
zai 1,476.5 1471.9–1481.2 MIT 41.642 votos Fuente
34
Gemini 3.5 Flash (Medium) Style-controlled Arena rating ↑
google 1,476.4 1472.3–1480.6 Proprietary 47.196 votos Fuente
35
DeepSeek-V4.1-Flash-20260910 (Max) Style-controlled Arena rating ↑
deepseek 1,476.2 1470.1–1482.3 MIT 13.657 votos Fuente
36
GPT-5.2 Chat (20260210) Style-controlled Arena rating ↑
openai 1,475.7 1471.6–1479.7 Proprietary 35.974 votos Fuente
37
GPT-6 Astra (Max) Style-controlled Arena rating ↑
openai 1,475.6 1469.7–1481.6 Proprietary 15.038 votos Fuente
38
GLM-5.2 (Max) Style-controlled Arena rating ↑
zai 1,475.3 1471.2–1479.4 MIT 53.702 votos Fuente
39
GPT-5.4 (High) Style-controlled Arena rating ↑
openai 1,475.3 1471.5–1479.0 Proprietary 64.748 votos Fuente
40
Grok 4.20 Beta 1 Style-controlled Arena rating ↑
xai 1,474.6 1470.0–1479.2 Proprietary 27.889 votos Fuente
41
Claude Opus 4.8 Style-controlled Arena rating ↑
anthropic 1,474.4 1470.6–1478.3 Proprietary 65.121 votos Fuente
42
Qwen3.7-Max-Preview Style-controlled Arena rating ↑
alibaba 1,473.7 1464.0–1483.4 Proprietary 3932 votos Fuente
43
Claude Opus 4.5 (High, 32K, 20251101) Style-controlled Arena rating ↑
anthropic 1,473.7 1469.9–1477.5 Proprietary 37.484 votos Fuente
44
GPT-5.5 Instant Style-controlled Arena rating ↑
openai 1,473.2 1468.2–1478.2 Proprietary 27.128 votos Fuente
45
Gemini 3 Flash Style-controlled Arena rating ↑
google 1,472.7 1468.4–1477.1 Proprietary 31.301 votos Fuente
46
Claude Sonnet 4.6 Style-controlled Arena rating ↑
anthropic 1,472.0 1468.4–1475.5 Proprietary 70.916 votos Fuente
47
Grok 4.20 Beta (Reasoning, 0309) Style-controlled Arena rating ↑
xai 1,471.7 1468.1–1475.4 Proprietary 66.422 votos Fuente
48
Grok 4.20 Multi-Agent Beta (0309) Style-controlled Arena rating ↑
xai 1,470.7 1467.0–1474.4 Proprietary 64.917 votos Fuente
49
Claude Opus 4.5 (20251101) Style-controlled Arena rating ↑
anthropic 1,469.7 1466.5–1472.8 Proprietary 72.825 votos Fuente
50
GPT-5.6 Terra (xHigh) Style-controlled Arena rating ↑
openai 1,467.3 1463.2–1471.5 Proprietary 48.166 votos Fuente