v1.0SemiAnalysis

Measuring frontier model capabilities across the most valuable domains

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11
domains
14
partners
206
tasks
A collaboration with 14 specialized data partners

Cost vs. Performance Pareto Frontier

X axis
0%3%6%9%12%15%$1.00$2.00$5.00$10.00$20.00$50.00Claude Opus 5.5Gemini 4 CarbonGPT 6.1 TerraGPT 6.1 SolDeepSeek 4.1 Flash 1017GPT-6 Luna
↑ GDPx scoreAvg cost per task (log) →

Not shown: Muse Wonder Full, with no public price.

Compare models by domain

Recursive Self-ImprovementRSIRSIChip DesignChip DesignChipDesignCybersecurityCyberCyberBiologyBioBioFinanceFinanceFinanceLegalLegalLegalQuant TradingQuantQuantHardware DesignHardware DesignHardwareDesignMaterials ScienceMaterials ScienceMaterialsScienceAlignmentAlignmentAlignmentSoftware EngineeringSWESWE10203040

ModelGDPx

Thanks to

Fireworksfor providing inference for all the open-source modelsModalfor providing sandbox infrastructure