# Muse Spark 1.3 Ranks #3 on Artificial Analysis Intelligence Index > Source: > Published: 2026-09-04 08:45:57+00:00 # Independent analysis of AI Understand the AI landscape to choose the best model and provider for your use case Highlights ## Intelligence Intelligence of leading AI models based on our independent evaluations [Artificial Analysis Intelligence Index](/evaluations/artificial-analysis-intelligence-index) ### Artificial Analysis Intelligence Index by Open Weights / Proprietary ### Cost per Intelligence Index Task ### Intelligence Index vs. Cost per Intelligence Index Task [Intelligence Index vs. Cost per Intelligence Index Task, by Model Release](/models/releases) ### Frontier Language Model Intelligence, Over Time Performance, cost, and execution time for leading coding agents on end-to-end software engineering tasks [Artificial Analysis Coding Agent Index](/agents/coding-agents) ## Image & Video Top models from our Image Arena and Video Arena leaderboards, with 95% confidence intervals ### Text to Image Leaderboard [See the full leaderboard here.](/image/leaderboard/text-to-image) ## Speech Top models from our Text to Speech Arena, Speech to Text and Speech to Speech evaluations ### Provider Voice Arena Quality Elo Measures the performance of models on specific capabilities and industries [Artificial Analysis Finance & Accounting Index](/models/capabilities/finance-and-accounting) ### Intelligence Evaluations Agentic real-world work tasks, (Elo-500)/2000 Agentic tool use Agentic coding & terminal use Coding Reasoning & knowledge Scientific reasoning Physics reasoning Knowledge 1 - hallucination rate Long context reasoning Agentic knowledge work, Elo Agentic SaaS workflows Legal agentic work, criterion pass rate Agentic business operations Quantitative analysis on spreadsheets & documents Instruction following Long-horizon agentic tasks Kubernetes incident root-cause analysis Visual reasoning [AA-Briefcase](/evaluations/aa-briefcase) AA-Briefcase is a frontier agentic evaluation for long-horizon knowledge work, testing agents on realistic business workflows that require deliverables such as spreadsheets, presentations, and memos ### AA-Briefcase Elo [AA-AnalystAgent](/evaluations/aa-analyst-agent) AA-AnalystAgent is a benchmark for end-to-end quantitative analysis on real-world spreadsheets and documents — the kind of work business and data analysts do every day ### AA-AnalystAgent pass^5 [AA-Omniscience](/evaluations/omniscience) AA-Omniscience is a knowledge and hallucination benchmark that rewards accuracy, punishes bad guesses and provides a comprehensive view of which models produce factually reliable outputs across different domains ### AA-Omniscience Index [GDPval-AA v2](/evaluations/gdpval-aa) GDPval-AA v2 evaluates AI models on real-world, economically valuable tasks across a wide range of occupations ### GDPval-AA v2 Leaderboard Artificial Analysis Openness Index assesses how 'open' models are on the basis of their availability and transparency across different components. ### Artificial Analysis Openness Index: Components ### Artificial Analysis Openness Index vs. Artificial Analysis Intelligence Index ## Output Tokens Output tokens of leading AI models based on our independent evaluations ### Output Tokens per Intelligence Index Task ## Cost Price and real-world costs of leading AI models based on our independent evaluations ### Cost per Intelligence Index Task ### Cost to Run Artificial Analysis Intelligence Index ### Pricing: Cache Hit, Input, and Output ## Speed & Latency Comparison of first-party API performance