Claude is broadly fine-tuned. TestPert is tuned exclusively for testing. Every output optimised for QA
Claude quality varies by prompter. TestPert ties output to the requirement, not the individual. Consistent every run.
Token cost passed to you at zero margin. Past a certain scale, TestPert is measurably cheaper than Claude.
Token optimisation built for testing workflows. Not a general engine burning tokens on breadth you don't need.
Frontier models are often overkill for testing. TestPert uses right-sized models fine-tuned to your context. Controlled cost.
Eagle Eye, Regression Scheduler, Test Governance, Issue Tracking. Orchestrated out of the box, not assembled on the fly.
Governance, evidence, reporting, traceability, bug tracking. All in one place. Not five tools stitched together.
Claude needs expert direction daily. TestPert encodes that expertise into the system. Same quality regardless of who runs it.
Repeatable, auditable, enterprise-grade testing. Not exploration. TestPert does not have off days. The system is the expert.
| Dimension | Claude: The Generalist | Testpert: The Specialist | Edge |
|---|---|---|---|
| Model focus | General-purpose AI with broad fine-tuning across coding, reasoning, writing, and analysis | Purpose-built and fine-tuned exclusively for software testing. Deep expertise, narrow and sharp | Testpert |
| Output consistency | Quality depends on who prompts it. Only as good as the brief they get | System-driven consistency. Output tied to requirement quality, not the person running it | Testpert |
| Cost at scale | Platform fee plus token cost with margin. Spend balloons unpredictably at production scale | Platform fee plus tokens at cost with zero margin. Flat fee means Testpert gets cheaper beyond a threshold | Testpert |
| Token efficiency | Optimised for universal output. Does not cut corners on breadth, which costs more tokens | Multi-layer token optimisation built for testing. A specialist wastes nothing | Testpert |
| Model selection | Latest frontier models, often overkill for testing. Significant cost risk when used by full teams | Right-sized models fine-tuned to customer context. The right tools, not the fanciest ones | Testpert |
| Built-in workflows | Can do Governance, Regression, Revenue Flows. But each requires significant manual effort every time | Eagle Eye, Regression Scheduler, Test Governance, Issue Tracking, Requirement Refining. Orchestrated, out of the box | Testpert |
| Toolchain | Requires assembling separate tools for data, storage, governance, reporting, traceability, and bug tracking | Single platform covering collection, governance, evidence, reporting, traceability, and bug tracking | Testpert |
| Skill dependency | Needs expert direction. Dev, test, and product engineer skills every day, consistently | Runs on system logic. Same quality output regardless of who is managing it | Testpert |
| Entry cost | Lower barrier to start. Easy to try for short-term work or a proof-of-concept | Higher platform investment, but total cost at production scale matches and beats Claude | Claude |
| Production fit | Excellent for exploration, prototyping, and one-off tasks. Generalists thrive in ambiguous early stages | Built for repeatable, auditable, enterprise-grade testing at scale. The specialist never has an off day | Testpert |
Real outcomes from teams who deliver growth.
"Testpert mimics our best tester on the team who understands business and customer. We all benefit from it."
"Testpert helps me map requirement to test to quality to revenue and making me a champ, I always wanted to be."
SOC 2 Type 2 compliance means every control — from access management to data encryption — has been tested and verified by an independent auditor. Not just promised. Proven.
All data encrypted at rest and in transit using AES-256 and TLS 1.2+.
Real-time threat detection and automated alerting across all systems.
Role-based access, SSO support, and audit logs for every action.
Independently verified controls you can share with your compliance team.