Abacus.AI vs Sama
Abacus.AI vs Sama, 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: Abacus.AI is on 65/100 and Sama on 59/100.
Where each one leads
Abacus.AI
- our overall score: 65/100 against 59/100
- LinkedIn following: 194,723 against 64,388
Sama
- headcount: 4,357 against 259
At a glance
| Measure | Abacus.AI | Sama |
|---|---|---|
| What it is | An enterprise AI platform for building and deploying generative AI applications and machine learning models. | Sama provides high-quality training data and AI annotation services for computer vision and generative AI. |
| Category | AI Foundation & Compute, MLOps & DevInfra, AI Tools & Apps, Generative AI | AI Foundation & Compute, Generative AI, Computer Vision, Data Annotation |
| Sells toBusiness model | B2B | B2B |
| Offering | Platform | Services |
| Founded | 2019 | 2008 |
| Headquarters | San Francisco, United States | San Francisco, United States |
| Status | Active | Active |
Size, funding and growth
| Measure | Abacus.AI | Sama |
|---|---|---|
| Employees | 259 | 4,357 |
| Headcount growthLast 12 months | +135.1% | Not published |
| Total funding | $90.3M | $86.8M |
| Latest round | Series C | Series B |
| Valuation | $322M | Not published |
| LinkedIn followers | 194,723 | 64,388 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Abacus.AI | Sama |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 65/100 | 59/100 |
| Traction | 60/100 | 60/100 |
| Team | 70/100 | 40/100 |
| Community | 18/100 | 8/100 |
| Search visibility | 49/100 | 44/100 |
| Quality | 68/100 | 68/100 |
| Agent readinessHow well an AI agent can read and act on the site | D (44/100) | D (42/100) |
| Domain ratingLink authority, 0-100 | 72/100 | 66/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Abacus.AI | Sama |
|---|---|---|
| Hosting | AWS | Not detected |
| CDN | CloudFront | Cloudflare |
| CMS | Not detected | Webflow |
| Frameworks | Jquery | Not detected |
| Analytics | Google Analytics 4 | Google Tag Manager, Linkedin Insight |
What users say
| Measure | Abacus.AI | Sama |
|---|---|---|
| Community ratingVisitor votes on StartupHub | 4.0/5 from 1 vote | Not published |
| Reddit sentimentThreads we track | 1 positive, 4 negative across 6 threads | Not published |
“Recently tried Abacus AI (ChatLLM) out of curiosity, and honestly… it made me rethink how I use AI tools. From what I understand, ChatLLM is not just a single model like ChatGPT, it gives access to multiple models in one place (GPT, Claude,”r/abacusai
Abacus.AI vs Sama: common questions
Which is better, Abacus.AI or Sama?
On our 0-100 score Abacus.AI rates higher (65/100 against 59/100). 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 Abacus.AI and Sama compare on the numbers?
Abacus.AI leads on our overall score (65/100 against 59/100), LinkedIn following (194,723 against 64,388). Sama leads on headcount (4,357 against 259).
What do real users say about Abacus.AI and Sama?
Abacus.AI: 1 positive and 4 negative mentions across 6 Reddit threads we track, mostly in r/abacusai.
Read the full Abacus.AI review and pricing or the Sama review and pricing. You can also browse other Abacus.AI alternatives we track.

