Good Start Labs vs OpenAI
Good Start Labs vs OpenAI, compared side by side on 21 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: Good Start Labs is on 48/100 and OpenAI on 86/100.
Where each one leads
Good Start Labs
Leads on none of the measures we hold for both companies.
OpenAI
- our overall score: 86/100 against 48/100
- domain rating: 93/100 against 18/100
- headcount: 10,540 against 9
- funding raised: $509B against $3.6M
- LinkedIn following: 11,490,460 against 558
At a glance
| Measure | Good Start Labs | OpenAI |
|---|---|---|
| What it is | Simulations that measure and improve your models' key capabilities: Long-horizon reasoning, tool use, enterprise functionality, and more. | OpenAI is an AI research and deployment company dedicated to ensuring that artificial general intelligence benefits all of humanity. |
| Category | AI Agent, Multi-Agent Systems, Reinforcement Learning, Foundation Model | Artificial Intelligence, Large Language Models, Generative AI, Foundation Models |
| Sells toBusiness model | B2B | B2B, B2C |
| Offering | Platform | Platform |
| Founded | 2025 | 2015 |
| Headquarters | Brooklyn, United States | San Francisco, United States |
| Status | Active | Active |
Size, funding and growth
| Measure | Good Start Labs | OpenAI |
|---|---|---|
| Employees | 9 | 10,540 |
| Headcount growthLast 12 months | Not published | +106.7% |
| Total funding | $3.6M | $509B |
| Latest round | Seed | Series G (final) |
| Valuation | Not published | $852B |
| LinkedIn followers | 558 | 11,490,460 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Good Start Labs | OpenAI |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 48/100 | 86/100 |
| Traction | 43/100 | 60/100 |
| Team | 30/100 | 90/100 |
| Community | Not published | 45/100 |
| Search visibility | 22/100 | 71/100 |
| Quality | 58/100 | 98/100 |
| Agent readinessHow well an AI agent can read and act on the site | F (37/100) | F (39/100) |
| Domain ratingLink authority, 0-100 | 18/100 | 93/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Good Start Labs | OpenAI |
|---|---|---|
| Hosting | Google Cloud | Vercel |
| CDN | Not detected | Cloudflare |
| CMS | Ghost | Not detected |
| Frameworks | Next.js, Tailwind CSS | Next.js, Tailwind CSS |
| Open source | No | Yes |
Product and pricing
| Measure | Good Start Labs | OpenAI |
|---|---|---|
| Key features | Not published | Connectors to Company Knowledge, Custom Connectors via MCP, Record Mode, Flexible Pricing with Credits, SSO for ChatGPT Team |
What users say
| Measure | Good Start Labs | OpenAI |
|---|---|---|
| Community ratingVisitor votes on StartupHub | Not published | 5.0/5 from 1 vote |
| Reddit sentimentThreads we track | Not published | 2 positive, 4 negative across 6 threads |
“OpenAI is an AI research and deployment company. OpenAI's mission is to create safe and powerful AI that benefits all of humanity. We are an unofficially-run community. OpenAI makes Sora, ChatGPT, and DALL·E 3.”r/
Good Start Labs vs OpenAI: common questions
Which is better, Good Start Labs or OpenAI?
On our 0-100 score OpenAI rates higher (86/100 against 48/100). 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 21 data points above: read the rows that match what you are buying for.
How do Good Start Labs and OpenAI compare on the numbers?
OpenAI leads on our overall score (86/100 against 48/100), domain rating (93/100 against 18/100), headcount (10,540 against 9), funding raised ($509B against $3.6M), LinkedIn following (11,490,460 against 558).
What do real users say about Good Start Labs and OpenAI?
OpenAI: 2 positive and 4 negative mentions across 6 Reddit threads we track.
Read the full Good Start Labs review and pricing or the OpenAI review and pricing. You can also browse other Good Start Labs alternatives we track.