# Inspira: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/hr/vendors/inspira

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [HSA and FSA administrators](https://www.gane.ai/index/hr/rewards/hsa-and-fsa-administration/index.md) | 0% | 86 | 100% | 1 |

## And against it

- "Inspira has a reputation among users for being adversarial toward claimants." (Qwen 3.7 Flash, HSA & FSA admin)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Inspira, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- bbb.org: 2
- reddit.com: 2
- trustpilot.com: 2
- alegeus.com: 1
- benely.com: 1
- classaction.org: 1
- complaintsboard.com: 1
- courtlistener.com: 1
- houstonpublicmedia.org: 1
- hrcertification.com: 1

### Pages cited

- https://bbb.org/us/co/littleton/profile/health-savings-administrators/rocky-mountain-reserve-1296-90152808/customer-reviews: 2
- https://bbb.org/us/wi/madison/profile/employee-benefit-plan/tasc-0694-4004949/customer-reviews: 2
- https://reddit.com/r/USPS/comments/1u7eeco/inspira_the_worst_company_ever: 2
- https://trustpilot.com/review/paylocity.com: 2
- https://alegeus.com/insights/spotlight-on-hsas: 1
- https://bbb.org/us/ca/oakland/profile/health-savings-administrators/sterling-administration-1116-79356/customer-reviews: 1
- https://bbb.org/us/nh/manchester/profile/human-resources/hrc-total-solutions-0051-92015835/complaints: 1
- https://bbb.org/us/nj/florham-park/profile/health-savings-administrators/benefitwallet-0221-3001128/customer-reviews: 1

## Record

- Method: https://www.gane.ai/index/hr/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/hr.