Many online tools attempt to estimate outcomes by using broad inputs—like medical bills or injury severity. That approach can be helpful as a starting point, but it often breaks down for local cases where the timeline of care, documentation quality, and causation issues are the real battleground.
In practice, insurers don’t settle based on a single “formula.” They evaluate:
- whether the provider breached the standard of care,
- whether that breach caused the specific harm,
- and what economic and non-economic damages can be proven.
A calculator can’t verify those elements. It also can’t account for the reality that California cases frequently turn on record quality, expert review, and how the facts align with what was documented at the time.


