Most AI or online settlement calculators work by taking the details you enter and applying simplified assumptions about damages. That can be helpful for understanding the categories of harm that may be considered—like medical bills, future treatment needs, and non-economic impacts.
But in California malpractice cases, settlement value is rarely driven by a formula. The outcome depends on whether the evidence supports:
- A breach of the standard of care (what a reasonably careful provider would have done in the same circumstances)
- Medical causation (the negligence must be shown to have caused or significantly contributed to the injury)
- Documented damages (what was paid and what is reasonably expected)
Even a “good” calculator can’t evaluate the most important pieces—like expert interpretation of the medical record, the credibility of the timeline, and whether alternative causes were properly ruled out.


