Lochstack vs Refresh
Lochstack vs Refresh, compared side by side on 15 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: Lochstack is on 39/100 and Refresh on 30/100.
Where each one leads
Lochstack
- our overall score: 39/100 against 30/100
Refresh
- agent readiness: 54/100 against 34/100
At a glance
| Measure | Lochstack | Refresh |
|---|---|---|
| What it is | Independent software engineering consultancy building optimization engines, scheduling systems, and decision-support tools. | Refresh builds simulation environments and evaluations for coding and computer use to train and benchmark frontier AI models. |
| Category | Optimization Engine, Scheduling Systems, Decision Support Tools, Software Engineering | Frontier AI Lab, AI Agent, Reinforcement Learning, Simulation Environment |
| Sells toBusiness model | B2B | B2B |
| Offering | Services | Platform |
| Founded | 2026 | 2025 |
| Headquarters | Edinburgh, United Kingdom | San Francisco, United States |
| Status | Active | Active |
Size, funding and growth
| Measure | Lochstack | Refresh |
|---|---|---|
| Employees | 10 | 9 |
| LinkedIn followers | Not published | 407 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Lochstack | Refresh |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 39/100 | 30/100 |
| Traction | 40/100 | 10/100 |
| Team | 60/100 | 60/100 |
| Search visibility | 16/100 | 20/100 |
| Agent readinessHow well an AI agent can read and act on the site | F (34/100) | D (54/100) |
| Domain ratingLink authority, 0-100 | Not published | 23/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Lochstack | Refresh |
|---|---|---|
| Hosting | AWS | Vercel |
| CDN | CloudFront | Vercel |
| Frameworks | Not detected | Next.js, Tailwind CSS, Bootstrap |
Lochstack vs Refresh: common questions
Which is better, Lochstack or Refresh?
On our 0-100 score Lochstack rates higher (39/100 against 30/100). 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 15 data points above: read the rows that match what you are buying for.
How do Lochstack and Refresh compare on the numbers?
Lochstack leads on our overall score (39/100 against 30/100). Refresh leads on agent readiness (54/100 against 34/100).
Read the full Lochstack review and pricing or the Refresh review and pricing. You can also browse other Lochstack alternatives we track.