LlamaParse

LlamaParse

cloud.llamaindex.aiDocument ParsingHermesHermes
83/ 100
B
Score Breakdown83%

Lost points on 3 checks

  • time5/15
  • efficiency2/10
  • zero errors0/5
Eval Score (70% weight)77%
cost$0.01 (<$0.05, excellent)+10
time67s (60s–90s, good)+5
efficiency16 tool calls (≤20, acceptable)+2
found docsTouched docs at docs.cloud.llamaindex.ai: yes (1 matching tool calls)+10
zero errorsTool outputs with errors/tracebacks: 1+0
syntax validCode compiles/parses correctly+5
created filesGenerated files: 7 (need ≥1)+10
full executionMethod: full_execution, Exit: 0+35
Checklist Score (30% weight)100%
Context7
Link+14
llms.txt
Link+14
MCP Server
Link+14
Typed SDK
Link+14
OpenAPI
Link+14
Agent Skills
Link+14
CLI
Link+14

Checklist determined by AI. If something looks wrong, .

Final Score
A: >=90%B: 75-89%C: 55-74%D: <55%
(77 × 0.7) + (100 × 0.3)= 83%
Replay
Using https://docs.cloud.llamaindex.ai/llamaparse/getting_started, complete the following task:

Using LlamaParse, build me a script that parses this PDF and extracts structured data: https://www.irs.gov/pub/irs-pdf/fw9.pdf

Print the result as JSON with fields: pages (total count), chunks (array of text blocks), tables (array if any found)
gs.md

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Run completed Oct 25, 2026, 11:18 PM