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Pize ist ein KI-Programmierassistent für wissenschaftliches Rechnen und statistische Analysen. Er läuft in Pize Code und Positron und ist außerdem als SDK verfügbar.

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Branchenüberblick

Die Modelllandschaft

Ein täglicher Blick darauf, wer stärker ist und was diese Stärke kostet. Die Werte stammen aus einer unabhängigen Bewertung, nicht von Pize.

Woche vom 17 Oct 2026Intelligence Index v4.3Täglich aktualisiert
Overall

Wer bei unabhängigen Qualitätswerten führt

0–100 · länger ist stärker

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

Qualität vs. Kosten

Stärker · günstigerStärker · teurerSchwächer · günstigerSchwächer · teurer$0.00$5.00$10.004048556370GünstigerCost per Index taskTeurerScore
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

Coding vs. Kosten

Stärker · günstigerStärker · teurerSchwächer · günstigerSchwächer · teurer$0.00$5.00$10.004053657890GünstigerCost per Index taskTeurerScore
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

Wissenschaftliches Schlussfolgern vs. Kosten

Stärker · günstigerStärker · teurerSchwächer · günstigerSchwächer · teurer$0.00$5.00$10.004048556370GünstigerCost per Index taskTeurerScore
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 veröffentlicht in diesem Snapshot keinen eigenen Science-Index. Dieses Feld verwendet den 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 veröffentlicht in diesem Snapshot keinen eigenen Science-Index. Dieses Feld verwendet den 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

Offizielle APIs

Preise und Anmeldung

Offizielle Preis- und API-Anmeldeseiten der unten genannten Modellanbieter und Gateways. Das sind Seiten Dritter. Die APIs werden nicht von Pize verkauft.

Offizielle Seiten Dritter. Diese APIs werden nicht von Pize verkauft.