Real ChatGPT answer · index seedwkbgNAvy6x0completeEducation · test prepbrand

Are there any open source alternatives for practicing GRE analytical writing tasks that provide automated scoring similar to the paid ETS service?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any open source alternatives for practicing GRE analytical writing tasks that provide automated scoring similar to the paid ETS service?
2 real searches · 1 real-search pass
open source GRE analytical writing automated essay scoring GitHub GRE AWA scorerGoogle ↗
OBSERVEDComparison
GitHub automated essay scoring open source NLP essay scoring model rubricGoogle ↗
OBSERVEDInstruction

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (2)
Short factOther / navigationalComparison50%ConsequenceReasonDefinitionInstruction50%Yes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
open source GRE analytical writing automated essay scoring GitHub GRE AWA scorer Google ↗
GitHub automated essay scoring open source NLP essay scoring model rubric Google ↗
  1. Try the application · cloverailab.com
  2. Try the application · gre-issue-analyzer.vercel.app
  3. Try the application · gre.shenlu.me
  4. Try the application · minhaskamal.github.io
  5. GRE General Test Analytical Writing Scoring · ets.org
  6. GRE General Test Analytical Writing Overview · ets.org

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
open source GRE analytical writing automated essay scoring GitHub GRE AWA scorer
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
GitHub automated essay scoring open source NLP essay scoring model rubric
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1