Abrade vs BigPanda.io
Abrade vs BigPanda.io, compared side by side on 11 data points: what each one does, how big it is, what it has raised, the tech running each site, and what users report. We score both out of 100 on traction, team and visibility: Abrade is on 8/100 and BigPanda.io on 70/100.
Where each one leads
Abrade
Leads on none of the measures we hold for both companies.
BigPanda.io
- our overall score: 70/100 against 8/100
At a glance
| Measure | Abrade | BigPanda.io |
|---|---|---|
| What it is | Injects faults into what your agent believes, complementing AWS FIS for pods. | BigPanda provides an AIOps platform that automates incident management and prevents service outages for large enterprises. |
| Category | AI Testing, Chaos Engineering, Agentic AI, AI Agent | Enterprise, Information Technology (IT), Service Operations, AIOps |
| Sells toBusiness model | B2B | B2B |
| Offering | Software | Software |
| Founded | Not published | 2012 |
| Headquarters | Not published | Mountain View, United States |
| Status | Active | Active |
Size, funding and growth
| Measure | Abrade | BigPanda.io |
|---|---|---|
| Employees | Not published | 334 |
| Total funding | Not published | $306M |
| Latest round | Not published | Series E |
| Valuation | Not published | $1.2B |
| LinkedIn followers | Not published | 53,484 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Abrade | BigPanda.io |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 8/100 | 70/100 |
| Traction | Not published | 60/100 |
| Team | Not published | 70/100 |
| Community | Not published | 8/100 |
| Search visibility | 11/100 | 48/100 |
| Quality | Not published | 78/100 |
| Agent readinessHow well an AI agent can read and act on the site | D (50/100) | D (47/100) |
| Domain ratingLink authority, 0-100 | Not published | 72/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Abrade | BigPanda.io |
|---|---|---|
| CDN | Cloudflare | Cloudflare |
| CMS | Not detected | WordPress |
| Frameworks | Tailwind CSS | Jquery, Tailwind CSS |
| Analytics | Not detected | Google Tag Manager |
What users say
| Measure | Abrade | BigPanda.io |
|---|---|---|
| Reddit sentimentThreads we track | 1 positive, 0 negative across 4 threads | 1 positive, 0 negative across 2 threads |
“Craft abrade scraper module now, and scrape super fast. So you dont actually need to do rockbreaker, you can dismantle mining heads right now and get 500 quality sadaryx. If you mine high quality iron (most important) it can give up to 20% ”r/starcitizen
“Remote Solutions Engineer and Senior Solutions Engineer Positions Available, NodeJS on AWS. I'm not a recruiter. I'm a current Senior Solutions Engineer at BigPanda.io.”r/remotejs
Abrade vs BigPanda.io: common questions
Which is better, Abrade or BigPanda.io?
On our 0-100 score BigPanda.io rates higher (70/100 against 8/100). The score weights traction, team, visibility and profile completeness, so it reflects company strength rather than which product suits you. We compare the two on 11 data points above: read the rows that match what you are buying for.
How do Abrade and BigPanda.io compare on the numbers?
BigPanda.io leads on our overall score (70/100 against 8/100).
What do real users say about Abrade and BigPanda.io?
Abrade: 1 positive and 0 negative mentions across 4 Reddit threads we track, mostly in r/starcitizen. BigPanda.io: 1 positive and 0 negative mentions across 2 Reddit threads we track, mostly in r/remotejs.
Read the full Abrade review and pricing or the BigPanda.io review and pricing. You can also browse other Abrade alternatives we track.