All-Hands AI vs Semaphore
All-Hands AI vs Semaphore, compared side by side on 12 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: All-Hands AI is on 49/100 and Semaphore on 9/100.
Where each one leads
All-Hands AI
- our overall score: 49/100 against 9/100
- agent readiness: 32/100 against 24/100
Semaphore
Leads on none of the measures we hold for both companies.
At a glance
| Measure | All-Hands AI | Semaphore |
|---|---|---|
| What it is | An open-source platform for building and running AI coding agents that automate software development tasks. | Semaphore is building autonomous product optimization to make every shipped product surface continuously learn. |
| Category | Agentic AI, AI Agent, AI Coding Assistant, Developer Tools | Agentic AI, AI Agent, Autonomous Systems, Foundation Model |
| Sells toBusiness model | B2B | B2B |
| Offering | Platform | Software |
| Founded | 2023 | Not published |
| Headquarters | Boston, United States | Not published |
| Status | Active | Active |
Size, funding and growth
| Measure | All-Hands AI | Semaphore |
|---|---|---|
| Open roles | 2 | Not published |
| Total funding | $5.0M | Not published |
| Latest round | Seed | Not published |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | All-Hands AI | Semaphore |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 49/100 | 9/100 |
| Traction | 33/100 | Not published |
| Team | 70/100 | Not published |
| Search visibility | 13/100 | 17/100 |
| Quality | 58/100 | Not published |
| Agent readinessHow well an AI agent can read and act on the site | F (32/100) | F (24/100) |
| Domain ratingLink authority, 0-100 | 72/100 | Not published |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | All-Hands AI | Semaphore |
|---|---|---|
| Hosting | Vercel | Vercel |
| CDN | Vercel | Vercel |
| CMS | Ghost | Not detected |
| Frameworks | Tailwind CSS, Bootstrap | Not detected |
| Open source | Yes | No |
| Self-hostable | Yes | No |
Product and pricing
| Measure | All-Hands AI | Semaphore |
|---|---|---|
| Key features | AI-Powered Software Development Agents, Local and Cloud Deployment Options, Flexible Interaction Modes, Community-Driven Development | Not published |
All-Hands AI vs Semaphore: common questions
Which is better, All-Hands AI or Semaphore?
On our 0-100 score All-Hands AI rates higher (49/100 against 9/100). 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 12 data points above: read the rows that match what you are buying for.
How do All-Hands AI and Semaphore compare on the numbers?
All-Hands AI leads on our overall score (49/100 against 9/100), agent readiness (32/100 against 24/100).
Read the full All-Hands AI review and pricing or the Semaphore review and pricing. You can also browse other All-Hands AI alternatives we track.