PizeNews

Pize は、科学計算および統計解析向けの AI コーディングアシスタントです。Pize Code と Positron 上で動作し、SDK としても提供されています。

アカウント

業界スナップショット

モデルの全体像

毎日だれが強く、その強さにいくらかかるかを見ます。スコアは独立評価によるもので、Pize の実測ではありません。

週 17 Oct 2026Intelligence Index v4.3毎日更新
Overall

独立品質スコアで先行しているのは誰か

0–100 · 長いほど強い

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

品質 vs コスト

より強い · より安いより強い · より高いより弱い · より安いより弱い · より高い$0.00$5.00$10.004048556370より安いCost per Index taskより高いScore
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

コーディング vs コスト

より強い · より安いより強い · より高いより弱い · より安いより弱い · より高い$0.00$5.00$10.004053657890より安いCost per Index taskより高いScore
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

科学的推論 vs コスト

より強い · より安いより強い · より高いより弱い · より安いより弱い · より高い$0.00$5.00$10.004048556370より安いCost per Index taskより高いScore
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)

このスナップショットに独立した科学指数はないため、この図は Intelligence Index を使います。

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

このスナップショットに独立した科学指数はないため、この図は Intelligence Index を使います。

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

公式 API

料金と登録

下記のモデル提供元とゲートウェイの公式料金ページおよび API 登録ページです。第三者のページであり、これらの API は Pize では販売していません。

モデル提供元

第三者の公式ページです。これらの API は Pize では販売していません。