Opsera.io vs Weights & Biases (W&B)
Opsera.io vs Weights & Biases (W&B), compared side by side on 17 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: Opsera.io is on 56/100 and Weights & Biases (W&B) on 57/100.
Where each one leads
Opsera.io
- agent readiness: 48/100 against 37/100
Weights & Biases (W&B)
- domain rating: 80/100 against 57/100
- funding raised: $521M against $25.0M
At a glance
| Measure | Opsera.io | Weights & Biases (W&B) |
|---|---|---|
| What it is | Unified DevOps platform automating software delivery with AI-driven insights and integrations. | MLOps platform for tracking, visualizing, and collaborating on machine learning experiments. |
| Category | MLOps, CI/CD, Infrastructure as Code, Developer Tools | MLOps, DataOps, Observability, Developer Tools |
| Sells toBusiness model | B2B | B2B |
| Offering | Platform | Software |
| Founded | 2020 | 2017 |
| Headquarters | San Jose, United States | San Francisco, United States |
| Status | Active | Active |
Size, funding and growth
| Measure | Opsera.io | Weights & Biases (W&B) |
|---|---|---|
| Employees | 115 | Not published |
| Total funding | $25.0M | $521M |
| Latest round | Series B | Series C |
| LinkedIn followers | 13,504 | Not published |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Opsera.io | Weights & Biases (W&B) |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 56/100 | 57/100 |
| Traction | 57/100 | 40/100 |
| Team | 30/100 | 30/100 |
| Search visibility | 33/100 | 20/100 |
| Quality | 68/100 | 78/100 |
| Agent readinessHow well an AI agent can read and act on the site | D (48/100) | F (37/100) |
| Domain ratingLink authority, 0-100 | 57/100 | 80/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Opsera.io | Weights & Biases (W&B) |
|---|---|---|
| Hosting | Not detected | Google Cloud |
| CDN | Cloudflare | Not detected |
| CMS | WordPress | Not detected |
| Analytics | Google Tag Manager | Not detected |
| Open source | No | Yes |
Opsera.io vs Weights & Biases (W&B): common questions
Which is better, Opsera.io or Weights & Biases (W&B)?
On our 0-100 score Weights & Biases (W&B) rates higher (57/100 against 56/100). 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 17 data points above: read the rows that match what you are buying for.
How do Opsera.io and Weights & Biases (W&B) compare on the numbers?
Opsera.io leads on agent readiness (48/100 against 37/100). Weights & Biases (W&B) leads on domain rating (80/100 against 57/100), funding raised ($521M against $25.0M).
Read the full Opsera.io review and pricing or the Weights & Biases (W&B) review and pricing. You can also browse other Opsera.io alternatives we track.