Intermediate COCOMO

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The Intermediate COCOMO is an extension of the Basic COCOMO model, and is used to estimate the programmer time to develop a software product. This extension considers a set of "cost driver attributes" that can be grouped into four major categories, each with a number of subcategories:

  • Product attributes
    • Required software reliability
    • Size of application database
    • Complexity of the product
  • Hardware attributes
    • Run-time performance constraints
    • Memory constraints
    • Volatility of the virtual machine environment
    • Required turnabout time
  • Personnel attributes
    • Analyst capability
    • Software engineer capability
    • Applications experience
    • Virtual machine experience
    • Programming language experience
  • Project attributes
    • Use of software tools
    • Application of software engineering methods
    • Required development schedule

Each of the 15 attributes is rated on a 6-point scale that ranges from "very low" to "extra high" (in importance or value). Based on the rating, an effort multiplier is determined from the table below. The product of all effort multipliers results in an 'effort adjustment factor (EAF). Typical values for EAF range from 0.9 to 1.4.


Cost Drivers Ratings
Very Low Low Nominal High Very High Extra High
Product attributes
Required software reliability 0.75 0.88 1.00 1.15 1.40  
Size of application database   0.94 1.00 1.08 1.16  
Complexity of the product 0.70 0.85 1.00 1.15 1.30 1.65
Hardware attributes
Run-time performance constraints     1.00 1.11 1.30 1.66
Memory constraints     1.00 1.06 1.21 1.56
Volatility of the virtual machine envionment   0.87 1.00 1.15 1.30  
Required turnabout time   0.87 1.00 1.07 1.15  
Personnel attributes
Analyst capability 1.46 1.19 1.00 0.86 0.71  
Software engineer capability 1.29 1.13 1.00 0.91 0.82  
Applications experience 1.42 1.17 1.00 0.86 0.70  
Virtual machine experience 1.21 1.10 1.00 0.90    
Programming language experience 1.14 1.07 1.00 0.95    
Project attributes
Use of software tools 1.24 1.10 1.00 0.91 0.82  
Application of software engineering methods 1.24 1.10 1.00 0.91 0.83  
Required development schedule 1.23 1.08 1.00 1.04 1.10  


The Intermediate Cocomo formula now takes the form...


E=ai(KLOC)(bi).EAF


where E is the effort applied in person-months, KLOC is the estimated number of thousands of delivered lines of code for the project and EAF is the factor calculated above. The coefficient ai and the exponent bi are given in the next table.


Software project ai bi
Organic 3.2 1.05
Semi-detached 3.0 1.12
Embedded 2.8 1.20


The Development time D is calculated from E in the same way as with Basic COCOMO.

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