Evidence · first-party tested

Degrades gracefully on a poorly formatted resume, still extracting contact details, two jobs, three education records, skills, objective, and hobbies despite inconsistent dates and weak sectioning.

✓ WorkedAffinda →
Input — the actual file we sent
Messy real-world resume — John Kumar
A poorly structured, inconsistently formatted resume for John Kumar with mixed date styles, weak sectioning, and noisy extra content to simulate real-world ATS input.
Output — unretouched
tool output
Output — unretouched
tool output
The observation

Degrades gracefully on a poorly formatted resume, still extracting contact details, two jobs, three education records, skills, objective, and hobbies despite inconsistent dates and weak sectioning.

Criterion: Messy resume handling · Scenario: Messy real-world resume — John Kumar (group: resume-parsing-benchmark)
Query this
get_evidence({
  tool: "affinda",
  scenario: "resume-parsing-benchmark"
})
MCP · mcp.aidemos.com/api/mcp
Free with attribution.
Same input, other tools
Airparser ✓ WorkedHireability ✓ WorkedHrFlow ✗ FailedLlamaParse ✓ Worked
Real outputs, no retouching · every cell queryable via API & MCP · aidemos.com