Evidence · first-party tested

Accepts a poorly formatted PDF resume through the API and parses it without crashing.

✓ WorkedHrFlow →
Input — the actual file we sent
Messy real-world resume — John Kumar
A poorly structured PDF resume for candidate John Kumar with inconsistent date formats, minimal section labeling, comma-separated skills, and mixed-in hobbies/references. It is designed to stress noisy-input robustness.
The observation

Accepts a poorly formatted PDF resume through the API and parses it without crashing.

Criterion: Input handling · Scenario: Messy real-world resume — John Kumar (group: resume-parsing-benchmark)
Query this
get_evidence({
  tool: "hrflow",
  scenario: "resume-parsing-benchmark"
})
MCP · mcp.aidemos.com/api/mcp
Free with attribution.
Same input, other tools
Affinda ✓ WorkedAirparser ✓ WorkedCVParserPro ✓ WorkedExtracta.ai ✓ WorkedOpenResume ✓ WorkedParseur ✓ Worked
Real outputs, no retouching · every cell queryable via API & MCP · aidemos.com