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Pize es un asistente de programación con IA para la computación científica y el análisis estadístico. Funciona en Pize Code y Positron; también se ofrece como SDK.

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Cuenta

Instantánea del sector

El panorama de modelos

Una vista diaria de quién es más fuerte y cuánto cuesta esa fortaleza. Las puntuaciones vienen de una evaluación independiente, no de Pize.

Semana del 17 Oct 2026Intelligence Index v4.3Se actualiza cada día
Overall

Quién lidera en puntuaciones de calidad independientes

0–100 · más largo es más fuerte

Claude Opus 5.5 (Max, Default Fallback)
57.6
Claude Opus 5.5 (Xhigh, Default Fallback)
56
Claude Sonnet 5.5 (Max, Default Fallback)
56
Claude Opus 5.5 (High, Default Fallback)
53.6
Claude Fable 5.1 (Max, Default Fallback)
53.4
Claude Fable 5.1 (Xhigh, Default Fallback)
53.2
GPT-6 Astra (Max)
52.7
Gemini 4 Argon (High)
52.6
GPT-6 Astra (Xhigh)
52.4
Muse Wonder (Max)
52.4
Claude Sonnet 5.5 (Xhigh, Default Fallback)
51.9
GPT-6.1 Sol (Max)
51.8
Claude Opus 5.5 (Medium, Default Fallback)
51.2
Claude Fable 5.1 (High, Default Fallback)
51.2
GPT-6.1 Sol (Xhigh)
51
GPT-6 Astra (High)
50.9
Claude Opus 5 (Max)
50.8
GPT-6.1 Sol (High)
50.2
Claude Opus 5 (Xhigh)
49.7
GPT-6 Astra (Medium)
49.6
Overall

Calidad vs coste

Más fuerte · más baratoMás fuerte · más caroMás débil · más baratoMás débil · más caro$0.00$5.00$10.004048556370Más baratoCost per Index taskMás caroScore
Claude Opus 5.5 (Max, Default Fallback)Claude Opus 5.5 (Xhigh, Default Fallback)Claude Sonnet 5.5 (Max, Default Fallback)Claude Opus 5.5 (High, Default Fallback)Claude Fable 5.1 (Max, Default Fallback)Claude Fable 5.1 (Xhigh, Default Fallback)GPT-6 Astra (Max)Gemini 4 Argon (High)GPT-6 Astra (Xhigh)Muse Wonder (Max)Claude Sonnet 5.5 (Xhigh, Default Fallback)GPT-6.1 Sol (Max)Claude Opus 5.5 (Medium, Default Fallback)Claude Fable 5.1 (High, Default Fallback)GPT-6.1 Sol (Xhigh)GPT-6 Astra (High)Claude Opus 5 (Max)GPT-6.1 Sol (High)Claude Opus 5 (Xhigh)GPT-6 Astra (Medium)
Coding

Código vs coste

Más fuerte · más baratoMás fuerte · más caroMás débil · más baratoMás débil · más caro$0.00$5.00$10.004053657890Más baratoCost per Index taskMás caroScore
Claude Opus 5.5 (Max, Default Fallback)Claude Opus 5.5 (Xhigh, Default Fallback)Claude Sonnet 5.5 (Max, Default Fallback)Claude Opus 5.5 (High, Default Fallback)Claude Fable 5.1 (Max, Default Fallback)Claude Fable 5.1 (Xhigh, Default Fallback)GPT-6 Astra (Max)Gemini 4 Argon (High)GPT-6 Astra (Xhigh)Muse Wonder (Max)Claude Sonnet 5.5 (Xhigh, Default Fallback)GPT-6.1 Sol (Max)Claude Opus 5.5 (Medium, Default Fallback)Claude Fable 5.1 (High, Default Fallback)GPT-6.1 Sol (Xhigh)GPT-6 Astra (High)Claude Opus 5 (Max)GPT-6.1 Sol (High)Claude Opus 5 (Xhigh)GPT-6 Astra (Medium)
Science

Razonamiento científico vs coste

Más fuerte · más baratoMás fuerte · más caroMás débil · más baratoMás débil · más caro$0.00$5.00$10.004048556370Más baratoCost per Index taskMás caroScore
Claude Opus 5.5 (Max, Default Fallback)Claude Opus 5.5 (Xhigh, Default Fallback)Claude Sonnet 5.5 (Max, Default Fallback)Claude Opus 5.5 (High, Default Fallback)Claude Fable 5.1 (Max, Default Fallback)Claude Fable 5.1 (Xhigh, Default Fallback)GPT-6 Astra (Max)Gemini 4 Argon (High)GPT-6 Astra (Xhigh)Muse Wonder (Max)Claude Sonnet 5.5 (Xhigh, Default Fallback)GPT-6.1 Sol (Max)Claude Opus 5.5 (Medium, Default Fallback)Claude Fable 5.1 (High, Default Fallback)GPT-6.1 Sol (Xhigh)GPT-6 Astra (High)Claude Opus 5 (Max)GPT-6.1 Sol (High)Claude Opus 5 (Xhigh)GPT-6 Astra (Medium)

Artificial Analysis no publica un índice científico aparte en esta instantánea, así que este panel usa el Intelligence Index.

Overall

Model details

Sort the snapshot by quality, cost, or speed. Select up to three models to compare.

Model details
Select model
Claude Opus 5.5 (Max, Default Fallback)Anthropic57.657.657.6*$5.9897.46 tok/s——
Claude Opus 5.5 (Xhigh, Default Fallback)Anthropic565656*$3.4686.55 tok/s——
Claude Sonnet 5.5 (Max, Default Fallback)Anthropic565656*$5.46141.37 tok/s——
Claude Opus 5.5 (High, Default Fallback)Anthropic53.653.653.6*$1.8283.47 tok/s——
Claude Fable 5.1 (Max, Default Fallback)Anthropic53.481.653.4*$7.6370.94 tok/s——
Claude Fable 5.1 (Xhigh, Default Fallback)Anthropic53.280.753.2*$5.9864.06 tok/s——
GPT-6 Astra (Max)OpenAI52.776.952.7*$3.2657.43 tok/s——
Gemini 4 Argon (High)Google52.652.652.6*$1.99———
GPT-6 Astra (Xhigh)OpenAI52.475.952.4*$2.3154.53 tok/s——
Muse Wonder (Max)Meta52.452.452.4*$4.52180.84 tok/s——
Claude Sonnet 5.5 (Xhigh, Default Fallback)Anthropic51.951.951.9*$2.01113.77 tok/s——
GPT-6.1 Sol (Max)OpenAI51.851.851.8*$0.7266.03 tok/s——
Claude Opus 5.5 (Medium, Default Fallback)Anthropic51.251.251.2*$1.3485.73 tok/s——
Claude Fable 5.1 (High, Default Fallback)Anthropic51.279.151.2*$3.9158.64 tok/s——
GPT-6.1 Sol (Xhigh)OpenAI515151*$0.3958.49 tok/s——
GPT-6 Astra (High)OpenAI50.977.150.9*$1.7352.87 tok/s——
Claude Opus 5 (Max)Anthropic50.87850.8*$5.8659.87 tok/s——
GPT-6.1 Sol (High)OpenAI50.250.250.2*$0.3257.54 tok/s——
Claude Opus 5 (Xhigh)Anthropic49.77749.7*$4.8853.11 tok/s——
GPT-6 Astra (Medium)OpenAI49.676.749.6*$1.5448.5 tok/s——
Overall

Compare models

3/3

Claude Opus 5.5 (Max, Default Fallback)

Anthropic

Overall
57.6
Coding
57.6
Science
57.6
Cost per Index task
$5.98
Speed
97.46 tok/s

Claude Opus 5.5 (Xhigh, Default Fallback)

Anthropic

Overall
56
Coding
56
Science
56
Cost per Index task
$3.46
Speed
86.55 tok/s

Claude Sonnet 5.5 (Max, Default Fallback)

Anthropic

Overall
56
Coding
56
Science
56
Cost per Index task
$5.46
Speed
141.37 tok/s
Science

Scientific task scores

A task-by-task view of the scientific capabilities available in this snapshot.

Scientific task data coverage

0/160 reported task scores

Artificial Analysis no publica un índice científico aparte en esta instantánea, así que este panel usa el Intelligence Index.

20/20Aggregate fallback
ModelpythonDataAnalysisrStatisticsbioinformaticsmathReasoningstatisticalInferenceliteratureUnderstandingreproducibleCodedataVisualization
Claude Opus 5.5 (Max, Default Fallback)Anthropic57.6*57.6*57.6*57.6*57.6*57.6*57.6*57.6*
Claude Opus 5.5 (Xhigh, Default Fallback)Anthropic56*56*56*56*56*56*56*56*
Claude Sonnet 5.5 (Max, Default Fallback)Anthropic56*56*56*56*56*56*56*56*
Claude Opus 5.5 (High, Default Fallback)Anthropic53.6*53.6*53.6*53.6*53.6*53.6*53.6*53.6*
Claude Fable 5.1 (Max, Default Fallback)Anthropic53.4*53.4*53.4*53.4*53.4*53.4*53.4*53.4*
Claude Fable 5.1 (Xhigh, Default Fallback)Anthropic53.2*53.2*53.2*53.2*53.2*53.2*53.2*53.2*
GPT-6 Astra (Max)OpenAI52.7*52.7*52.7*52.7*52.7*52.7*52.7*52.7*
Gemini 4 Argon (High)Google52.6*52.6*52.6*52.6*52.6*52.6*52.6*52.6*
GPT-6 Astra (Xhigh)OpenAI52.4*52.4*52.4*52.4*52.4*52.4*52.4*52.4*
Muse Wonder (Max)Meta52.4*52.4*52.4*52.4*52.4*52.4*52.4*52.4*
Claude Sonnet 5.5 (Xhigh, Default Fallback)Anthropic51.9*51.9*51.9*51.9*51.9*51.9*51.9*51.9*
GPT-6.1 Sol (Max)OpenAI51.8*51.8*51.8*51.8*51.8*51.8*51.8*51.8*
Claude Opus 5.5 (Medium, Default Fallback)Anthropic51.2*51.2*51.2*51.2*51.2*51.2*51.2*51.2*
Claude Fable 5.1 (High, Default Fallback)Anthropic51.2*51.2*51.2*51.2*51.2*51.2*51.2*51.2*
GPT-6.1 Sol (Xhigh)OpenAI51*51*51*51*51*51*51*51*
GPT-6 Astra (High)OpenAI50.9*50.9*50.9*50.9*50.9*50.9*50.9*50.9*
Claude Opus 5 (Max)Anthropic50.8*50.8*50.8*50.8*50.8*50.8*50.8*50.8*
GPT-6.1 Sol (High)OpenAI50.2*50.2*50.2*50.2*50.2*50.2*50.2*50.2*
Claude Opus 5 (Xhigh)Anthropic49.7*49.7*49.7*49.7*49.7*49.7*49.7*49.7*
GPT-6 Astra (Medium)OpenAI49.6*49.6*49.6*49.6*49.6*49.6*49.6*49.6*

Reported by source · Aggregate fallback

APIs oficiales

Precios y registro

Páginas oficiales de precios y de registro de API de los proveedores de modelos y pasarelas que aparecen abajo. Son páginas de terceros. Pize no vende estas API.

Páginas oficiales de terceros. Pize no vende estas API.