Reducto

Reducto

reducto.aiDocument ParsingHermesHermes
88/ 100
B
Score Breakdown88%

Lost points on 2 checks

  • time5/15
  • efficiency3/10
Eval Score (70% weight)83%
cost$0.00 (<$0.05, excellent)+10
time84s (60s–90s, good)+5
efficiency11 tool calls (≤15, good)+3
found docsTouched docs at docs.reducto.ai: yes (4 matching tool calls)+10
zero errorsNo errors in tool outputs+5
syntax validCode compiles/parses correctly+5
created filesGenerated files: 1 (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%
(83 × 0.7) + (100 × 0.3)= 88%
Replay
Using https://docs.reducto.ai/quickstart, complete the following task:

Using Reducto, 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)
parse_w9.py

Unlock analytics

See Reducto's score trend, layer rankings, and competitive position.

Run completed Oct 25, 2026, 11:30 PM