Giskard vs Tokwise
Giskard vs Tokwise, compared side by side on 10 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: Giskard is on 60/100 and Tokwise on 6/100.
Where each one leads
Giskard
- our overall score: 60/100 against 6/100
- agent readiness: 51/100 against 24/100
Tokwise
Leads on none of the measures we hold for both companies.
At a glance
| Measure | Giskard | Tokwise |
|---|---|---|
| What it is | Europe's first independent sovereign guardrail platform for enterprise AI agents. | AI token usage audit for engineering teams to find waste and optimize spend. |
| Category | Artificial Intelligence, Cybersecurity, Enterprise Software, Sovereign AI | AI Observability, AI Governance, MLOps, Developer Tools |
| Sells toBusiness model | B2B | B2B |
| Offering | Platform | Software |
| Founded | 2022 | Not published |
| Headquarters | Paris, France | Not published |
| Status | Active | Inactive |
Size, funding and growth
| Measure | Giskard | Tokwise |
|---|---|---|
| Employees | 23 | Not published |
| Total funding | $2.5M | Not published |
| Latest round | Seed | Not published |
| Valuation | $1.1B | Not published |
| LinkedIn followers | 13,743 | Not published |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Giskard | Tokwise |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 60/100 | 6/100 |
| Traction | 46/100 | Not published |
| Team | 70/100 | Not published |
| Search visibility | 34/100 | 2/100 |
| Quality | 68/100 | Not published |
| Agent readinessHow well an AI agent can read and act on the site | D (51/100) | F (24/100) |
| Domain ratingLink authority, 0-100 | 66/100 | Not published |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Giskard | Tokwise |
|---|---|---|
| Hosting | Not detected | Netlify |
| CDN | Cloudflare | Netlify |
| CMS | Webflow | Not detected |
| Analytics | Google Tag Manager | Not detected |
| Support stack | HubSpot | Not detected |
| Open source | Yes | No |
Giskard vs Tokwise: common questions
Which is better, Giskard or Tokwise?
On our 0-100 score Giskard rates higher (60/100 against 6/100). 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 10 data points above: read the rows that match what you are buying for.
How do Giskard and Tokwise compare on the numbers?
Giskard leads on our overall score (60/100 against 6/100), agent readiness (51/100 against 24/100).
Read the full Giskard review and pricing or the Tokwise review and pricing. You can also browse other Giskard alternatives we track.