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great_expectations vs llama_index

great_expectations and llama_index share 24 technologies: azure-storage-blob, gcsfs, oracledb, psycopg2-binary, pymysql, snowflake-sqlalchemy, pyarrow, pyathena, matplotlib, SQLAlchemy, azure-identity, cryptography, datasets, scikit-learn, pdf2image, pytesseract, xlrd, lxml, jinja2, mistune, marshmallow, jsonschema, Pydantic, and boto3. Both are written in Python.

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What they share and what sets them apart

fivetran

great_expectations

Always know what to expect from your data.

Python11.9kRead on November 11, 2026, at commit a3e335bWhat is great_expectations built with?

Only in great_expectations

  • feather-format
  • pyhive
  • Postgres
  • clickhouse-sqlalchemy
  • teradatasqlalchemy
  • pandas-gbq
  • pyodbc
  • Trino
  • Flask
  • pyspark
  • pydata-sphinx-theme
  • altair
  • azure-keyvault-secrets
  • TensorFlow
  • prophet
  • langid
  • myst-parser
  • openpyxl
  • disposable-email-domains
  • great-expectations
  • barcodenumber

In common

run-llama

llama_index

LlamaIndex is the document processing platform for AI

Python52.9kRead on November 10, 2026, at commit fe107aaWhat is llama_index built with?

Only in llama_index

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
great_expectations366,832 lines written855 code files
llama_index473,236 lines written2,055 code files
Who writes itA commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
great_expectations0.3% of its commits signed by AIWith Claude Code, GitHub Copilot, and CodeRabbit
llama_index0.2% of its commits signed by AIWith Claude Code, Cursor, and GitHub Copilot
ActivityFrom GitHub and its history, on the day SeeRepo read it.
great_expectationsLast push November 11, 202612,249 commits11,925 stars
llama_indexLast push November 8, 20267,964 commits52,863 stars
TestsThe files that test the code, and the share of code files a test imports.
great_expectations582 test files2.1% of its code files have a test that imports them
llama_index1,607 test files46.5% of its code files have a test that imports them

Frequently asked questions

Which is bigger, great_expectations or llama_index?
llama_index, with 473,236 lines written; great_expectations has 366,832.

The proof: run-llama/llama_index's code at commit fe107aa

Which has more GitHub stars, great_expectations or llama_index?
llama_index, with 52,863 stars; great_expectations has 11,925.

The proof: run-llama/llama_index on GitHub

Which has more tests, great_expectations or llama_index?
llama_index, with 1,607 test files; great_expectations has 582.

The proof: run-llama/llama_index's code at commit fe107aa

Which was updated more recently, great_expectations or llama_index?
great_expectations: its last push was on November 11, 2026, and llama_index's on November 8, 2026.

The proof: fivetran/great_expectations's commits on GitHub

Which has more commits signed by AI, great_expectations or llama_index?
great_expectations: an AI signed 0.3% of its commits, with Claude Code, GitHub Copilot, and CodeRabbit; in llama_index, 0.2%.

The proof: the commits each tool signed in fivetran/great_expectations

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