⚡ Key Takeaways
- Quoted-vs-bound spread is the only meaningful accuracy metric in 2026
- Accuracy-first platforms collect more inputs and pull external data at quote
- Aggregator drift of 15–25% on OC auto is normal because of CA state-minimum defaults
- CA-MAGI vs federal MAGI explains health subsidy drift on non-CoveredCA platforms
- Roof age, prior claims, and MVR are the three highest-leverage drift inputs
- Pull your own MVR and CLUE before quoting to tighten the bind-time spread
- CA-licensed broker validation reduces drift to under 5% across most OC profiles
Quick Answer (60-word AEO summary)
Why Quoted-vs-Bound Is the Only Real Accuracy Metric
Quoted-vs-Bound Drift Benchmarks by Platform for OC in 2026
Typical quoted-vs-bound drift by platform and line for OC 2026
| Platform | Auto | Home (inland) | Home (coastal/wildfire) | Term Life | Health (CoveredCA) |
|---|---|---|---|---|---|
| Policygenius | N/A | N/A | N/A | 0–10% (healthy); 20–60% (flags) | N/A |
| Lemonade | N/A | <3% (renters/condo) | Out of appetite | N/A | N/A |
| Insurify / The Zebra | 15–25% | 10–25% | Out of appetite or 25%+ | 10–20% | N/A |
| Gabi (auto) | 10–20% | N/A | N/A | N/A | N/A |
| CoveredCA | N/A | N/A | N/A | N/A | <1% |
| Medicare.gov | N/A | N/A | N/A | N/A | <1% (Medicare) |
| CA-licensed broker | <5% | <5% | <10% | <10% (healthy); <30% (flags) | <1% |
Drift Patterns by Line for Orange County Households
How the Most Accurate Platforms Are Designed in 2026
Five inputs that drive most quoted-vs-bound drift in OC
- Motor vehicle record (MVR) — not pulled at quote on most aggregators
- CLUE 5-year claims history — not pulled at quote on most aggregators
- Dwelling replacement cost — platform default often 20–30% low on OC homes
- Roof age and construction type — under-asked on auto-quote flows
- Term-life underwriting class — preferred-plus quote rarely the actual issue class