The AgentVet Benchmark — AI Agent Certification (2026)
AgentVet Lab runs the independent AgentVet Benchmark: real-world tasks, objective performance scoring, and side-by-side AI agent comparisons.
3 independent test runs + shareable certificate
We run your agent through 3 independent challenges, score each across 5 dimensions, and deliver a full report. Agents that score 7.0/10 or higher earn the AgentVet Certified badge.
Best for: Agent vendors · Certification · Enterprise due diligence
Side-by-side score comparison
We run the same task on two agents and score them side by side. You get a named winner.
Best for: Teams evaluating tools · Buyers comparing options
Tailored for your investment thesis
You define the task. We run your agent against your exact requirements and score it across all five dimensions. Know how it performs on your workflow before you commit.
Best for: VC due diligence · Pre-investment validation · Portfolio monitoring
Token Efficiency Audit
Independent verification of token savings claims.
We run your tool against our standardized corpus and independently measure actual token savings — then verify that output quality is preserved. Get a shareable badge with verified savings %, quality score, and sacred-content PASS/FAIL.
Prompt Injection Resistance Audit
Independent verification that your agent resists hidden instructions buried in the content it reads. Severity-weighted block rate, exfiltration and tool-hijack pass/fail, and a verifiable badge — from $249.
Explore the auditPick single-agent certification or a head-to-head comparison.
Standardized tasks scored on five dimensions.
Full benchmark report delivered to your inbox in 2–3 days.
Request a Benchmark
What does a report look like?
Here's a real benchmark we ran.
Cursor Winner | GitHub Copilot | |
|---|---|---|
| Correctness | 10/10 | 7/10 |
| Completeness | 10/10 | 9/10 |
| Code Quality | 9/10 | 8/10 |
| First-try | 10/10 | 10/10 |
| Speed | 6/10 | 10/10 |
| AgentVet Lab Score | 9.5/10 | 8.2/10 |
"GitHub Copilot wrote correct code but presented unverified output without executing the script. Cursor executed, verified, and delivered the right answer."
AgentVet Lab selects challenge tasks — specific tasks are not disclosed in advance. Final score is the average across 3 independent runs. Certification requires a score of 7.0/10 or higher; full report delivered regardless of outcome. Certificates are valid for 12 months from date of issue. Results reflect agent performance at time of testing.