Evidence · first-party tested

Extraction is only partially accurate: the name is corrupted to "Dev loper", and all 29 extracted competencies are labeled "beginner" even though the resume states more specific skill information.

◐ MixedHireability →
Input — the actual file we sent
Clean single-column resume — Rugved Nichite
A professionally formatted, single-column resume for Rugved Nichite used as the baseline parsing input. It contains standard resume sections and clean layout to test straightforward field extraction accuracy.
Output — unretouched
tool output
Output — unretouched
tool output
Output — unretouched
tool output
The observation

Extraction is only partially accurate: the name is corrupted to "Dev loper", and all 29 extracted competencies are labeled "beginner" even though the resume states more specific skill information.

Criterion: Accuracy · Scenario: Clean single-column resume — Rugved Nichite (group: resume-parsing-benchmark)
Query this
get_evidence({
  tool: "hireability",
  scenario: "resume-parsing-benchmark"
})
MCP · mcp.aidemos.com/api/mcp
Free with attribution.
Same input, other tools
Affinda ⚠ StruggledAirparser ✗ FailedHrFlow ✗ FailedLlamaParse ⚠ Struggled
Real outputs, no retouching · every cell queryable via API & MCP · aidemos.com