Evidence · first-party tested

The education extractor leaves CGPA as the raw string "CGPA: 8.2 / 10" rather than normalizing it into a numeric value.

⚠ StruggledLlamaParse →
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
The observation

The education extractor leaves CGPA as the raw string "CGPA: 8.2 / 10" rather than normalizing it into a numeric value.

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