Requires Hiring Of A Machine Learning Engineer, Starting At 5K USD Per Month To Build Optimized Models Required By Your Projects. Preferrably Holding A PhD Or Masters Degree To Ensure Correctness.
Can Use Existing Game Developers. Can Learn From DataPredict’s High-Value Project Tutorials To Specialize Further.
Integration
Additional Costs From Hosting External Servers And Connecting ML Frameworks In Different Programming Languages.
Lua Only.
Compute Cost
If Models Are Hosted Externally, Compute Cost Increases As Number Of Players Increases.
Utilize Roblox Servers’ And Players’ CPUs At No Additional Cost.
Choosing Models
Need To Learn Multiple ML Frameworks For Machine Learning, Deep Learning And Reinforcement Learning In Different Programming Languages If Models Are Hosted Externally.
Unified Under Same API Design. All Models With High-Value Use Cases Are Covered.
Time-To-Market
Requires Multi-Year Engineering For The Whole Library If Building From Scratch. Minimum Of 1 Week If Using Existing ML Frameworks Hosted In Different Programming Languages.
Within A Day.
Latency
Network Latency And Serialization Issues If Hosted Externally.
Latency Only Comes From Models’ Training And Predictions.
Security
If Hosted Externally, Vulnerable To Hacking.
Data Stays Between The Servers And Clients.
Reliability
May Be Inaccurate Or Underperform When Building From Scratch.
Built By A Person Who Has Bachelor And Masters Degree In Artificial Intelligence + Additional Machine Learning And Deep Learning Certifications
Licensing Costs
License Type Based On Gross Revenue Per Company / Group / Individual
Percentage To Pay Based On Project’s Gross Revenue In USD
Additional Notes
Licensing Cost When A Project Earns 10K / 100K / 1M USD Per Month
Non-B2B + Less Than Or Equal To 3K USD Within 365 Days (Not Per 365 Days)
0%
Requires Public Disclosure Of DataPredict
Not Applicable
Standard
2% That Decreases As Gross Revenue Increases
Requires Public Disclosure Of DataPredict
160 USD / 1300 USD / 10,530 USD
White-Label
5%
None
500 USD / 5000 USD / 50,000 USD
Development Costs
The table assumes that only one person is working on each library at machine learning engineer average salary rate.