Contextatlas vs OpenAI
Contextatlas vs OpenAI, compared side by side on 13 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: Contextatlas is on 7/100 and OpenAI on 86/100.
Where each one leads
Contextatlas
- positive user sentiment: 100% positive against 33% positive
OpenAI
- our overall score: 86/100 against 7/100
- agent readiness: 39/100 against 32/100
At a glance
| Measure | Contextatlas | OpenAI |
|---|---|---|
| What it is | MCP context bundles for Claude Code — 45–72% fewer tokens, same answer. | OpenAI is an AI research and deployment company dedicated to ensuring that artificial general intelligence benefits all of humanity. |
| Category | Large Language Model, API Platform, Developer Tools, Generative AI | Artificial Intelligence, Large Language Models, Generative AI, Foundation Models |
| Sells toBusiness model | B2B | B2B, B2C |
| Offering | Software | Platform |
| Founded | Not published | 2015 |
| Headquarters | Not published | San Francisco, United States |
| Status | Active | Active |
Size, funding and growth
| Measure | Contextatlas | OpenAI |
|---|---|---|
| Employees | Not published | 10,540 |
| Headcount growthLast 12 months | Not published | +106.7% |
| Total funding | Not published | $509B |
| Latest round | Not published | Series G (final) |
| Valuation | Not published | $852B |
| LinkedIn followers | Not published | 11,490,460 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Contextatlas | OpenAI |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 7/100 | 86/100 |
| Traction | Not published | 60/100 |
| Team | Not published | 90/100 |
| Community | Not published | 45/100 |
| Search visibility | 2/100 | 71/100 |
| Quality | Not published | 98/100 |
| Agent readinessHow well an AI agent can read and act on the site | F (32/100) | F (39/100) |
| Domain ratingLink authority, 0-100 | Not published | 93/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Contextatlas | OpenAI |
|---|---|---|
| Hosting | Vercel | Vercel |
| CDN | Vercel | Cloudflare |
| Frameworks | Next.js, Tailwind CSS | Next.js, Tailwind CSS |
| Open source | No | Yes |
Product and pricing
| Measure | Contextatlas | 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 | Contextatlas | OpenAI |
|---|---|---|
| Community ratingVisitor votes on StartupHub | Not published | 5.0/5 from 1 vote |
| Reddit sentimentThreads we track | 6 positive, 0 negative across 6 threads | 2 positive, 4 negative across 6 threads |
“Release: ContextAtlas v1.0 MCP server with three tools (get_symbol_context / find_by_intent / impact_of_change) sharing a fused LSP+ADR+git substrate. ContextAtlas is an MCP server I just shipped at v1.0 after eight substantive cycles of wo”r/mcp
“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/
Contextatlas vs OpenAI: common questions
Which is better, Contextatlas or OpenAI?
On our 0-100 score OpenAI rates higher (86/100 against 7/100). 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 13 data points above: read the rows that match what you are buying for.
How do Contextatlas and OpenAI compare on the numbers?
Contextatlas leads on positive user sentiment (100% positive against 33% positive). OpenAI leads on our overall score (86/100 against 7/100), agent readiness (39/100 against 32/100).
What do real users say about Contextatlas and OpenAI?
Contextatlas: 6 positive and 0 negative mentions across 6 Reddit threads we track, mostly in r/mcp. OpenAI: 2 positive and 4 negative mentions across 6 Reddit threads we track.
Read the full Contextatlas review and pricing or the OpenAI review and pricing. You can also browse other Contextatlas alternatives we track.