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أسبوع 17 Oct 2026Intelligence Index v4.3يُحدَّث يوميًا

Overall

من يتقدم في درجات الجودة المستقلة

0–100 · الأطول أقوى

Claude Opus 5.5 (Max, Default Fallback)

57.6

Claude Opus 5.5 (Xhigh, Default Fallback)

Claude Sonnet 5.5 (Max, Default Fallback)

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)

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

الجودة مقابل التكلفة

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

البرمجة مقابل التكلفة

Science

الاستدلال العلمي مقابل التكلفة

لا ينشر Artificial Analysis مؤشرًا علميًا منفصلًا في هذه اللقطة، لذا تستخدم هذه اللوحة Intelligence Index.

Overall

Model details

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

Model details

Claude Opus 5.5 (Max, Default Fallback)Anthropic	57.6	57.6	57.6*	$5.98	97.46 tok/s	—	—
Claude Opus 5.5 (Xhigh, Default Fallback)Anthropic	56	56	56*	$3.46	86.55 tok/s	—	—
Claude Sonnet 5.5 (Max, Default Fallback)Anthropic	56	56	56*	$5.46	141.37 tok/s	—	—
Claude Opus 5.5 (High, Default Fallback)Anthropic	53.6	53.6	53.6*	$1.82	83.47 tok/s	—	—
Claude Fable 5.1 (Max, Default Fallback)Anthropic	53.4	81.6	53.4*	$7.63	70.94 tok/s	—	—
Claude Fable 5.1 (Xhigh, Default Fallback)Anthropic	53.2	80.7	53.2*	$5.98	64.06 tok/s	—	—
GPT-6 Astra (Max)OpenAI	52.7	76.9	52.7*	$3.26	57.43 tok/s	—	—
Gemini 4 Argon (High)Google	52.6	52.6	52.6*	$1.99	—	—	—
GPT-6 Astra (Xhigh)OpenAI	52.4	75.9	52.4*	$2.31	54.53 tok/s	—	—
Muse Wonder (Max)Meta	52.4	52.4	52.4*	$4.52	180.84 tok/s	—	—
Claude Sonnet 5.5 (Xhigh, Default Fallback)Anthropic	51.9	51.9	51.9*	$2.01	113.77 tok/s	—	—
GPT-6.1 Sol (Max)OpenAI	51.8	51.8	51.8*	$0.72	66.03 tok/s	—	—
Claude Opus 5.5 (Medium, Default Fallback)Anthropic	51.2	51.2	51.2*	$1.34	85.73 tok/s	—	—
Claude Fable 5.1 (High, Default Fallback)Anthropic	51.2	79.1	51.2*	$3.91	58.64 tok/s	—	—
GPT-6.1 Sol (Xhigh)OpenAI	51	51	51*	$0.39	58.49 tok/s	—	—
GPT-6 Astra (High)OpenAI	50.9	77.1	50.9*	$1.73	52.87 tok/s	—	—
Claude Opus 5 (Max)Anthropic	50.8	78	50.8*	$5.86	59.87 tok/s	—	—
GPT-6.1 Sol (High)OpenAI	50.2	50.2	50.2*	$0.32	57.54 tok/s	—	—
Claude Opus 5 (Xhigh)Anthropic	49.7	77	49.7*	$4.88	53.11 tok/s	—	—
GPT-6 Astra (Medium)OpenAI	49.6	76.7	49.6*	$1.54	48.5 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

لا ينشر Artificial Analysis مؤشرًا علميًا منفصلًا في هذه اللقطة، لذا تستخدم هذه اللوحة Intelligence Index.

20/20Aggregate fallback

Model	pythonDataAnalysis	rStatistics	bioinformatics	mathReasoning	statisticalInference	literatureUnderstanding	reproducibleCode	dataVisualization
Claude Opus 5.5 (Max, Default Fallback)Anthropic	57.6*	57.6*	57.6*	57.6*	57.6*	57.6*	57.6*	57.6*
Claude Opus 5.5 (Xhigh, Default Fallback)Anthropic	56*	56*	56*	56*	56*	56*	56*	56*
Claude Sonnet 5.5 (Max, Default Fallback)Anthropic	56*	56*	56*	56*	56*	56*	56*	56*
Claude Opus 5.5 (High, Default Fallback)Anthropic	53.6*	53.6*	53.6*	53.6*	53.6*	53.6*	53.6*	53.6*
Claude Fable 5.1 (Max, Default Fallback)Anthropic	53.4*	53.4*	53.4*	53.4*	53.4*	53.4*	53.4*	53.4*
Claude Fable 5.1 (Xhigh, Default Fallback)Anthropic	53.2*	53.2*	53.2*	53.2*	53.2*	53.2*	53.2*	53.2*
GPT-6 Astra (Max)OpenAI	52.7*	52.7*	52.7*	52.7*	52.7*	52.7*	52.7*	52.7*
Gemini 4 Argon (High)Google	52.6*	52.6*	52.6*	52.6*	52.6*	52.6*	52.6*	52.6*
GPT-6 Astra (Xhigh)OpenAI	52.4*	52.4*	52.4*	52.4*	52.4*	52.4*	52.4*	52.4*
Muse Wonder (Max)Meta	52.4*	52.4*	52.4*	52.4*	52.4*	52.4*	52.4*	52.4*
Claude Sonnet 5.5 (Xhigh, Default Fallback)Anthropic	51.9*	51.9*	51.9*	51.9*	51.9*	51.9*	51.9*	51.9*
GPT-6.1 Sol (Max)OpenAI	51.8*	51.8*	51.8*	51.8*	51.8*	51.8*	51.8*	51.8*
Claude Opus 5.5 (Medium, Default Fallback)Anthropic	51.2*	51.2*	51.2*	51.2*	51.2*	51.2*	51.2*	51.2*
Claude Fable 5.1 (High, Default Fallback)Anthropic	51.2*	51.2*	51.2*	51.2*	51.2*	51.2*	51.2*	51.2*
GPT-6.1 Sol (Xhigh)OpenAI	51*	51*	51*	51*	51*	51*	51*	51*
GPT-6 Astra (High)OpenAI	50.9*	50.9*	50.9*	50.9*	50.9*	50.9*	50.9*	50.9*
Claude Opus 5 (Max)Anthropic	50.8*	50.8*	50.8*	50.8*	50.8*	50.8*	50.8*	50.8*
GPT-6.1 Sol (High)OpenAI	50.2*	50.2*	50.2*	50.2*	50.2*	50.2*	50.2*	50.2*
Claude Opus 5 (Xhigh)Anthropic	49.7*	49.7*	49.7*	49.7*	49.7*	49.7*	49.7*	49.7*
GPT-6 Astra (Medium)OpenAI	49.6*	49.6*	49.6*	49.6*	49.6*	49.6*	49.6*	49.6*