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Head-to-head · Automated Grading Software

TAO vs Codio

  • Updated Oct 2026
  • Both researched from official sources
  • 5 checks side by side
Higher score TAO #5 in Automated Grading Software 8.7/10 Free plan Free plan✓ 0 of 5 features Visit TAO
Codio #6 in Automated Grading Software 8.6/10 Paid ✓ 3 of 5 features Visit Codio

TAO leads on 1 check, Codio on 0, and 4 are even. Who comes out ahead on the 5 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreTAO · 8.7/10
  • Free planonly TAO
  • Most featuresCodio · 3 of 5

TAO scores higher on our rubric for automated grading software: 8.7 against 8.6 out of 10; our editors rank them #5 and #6.

TAO offers free plan; Codio doesn't.

TAO is the better fit for open, standards-based institutional assessment. Codio is the better fit for affordable coding courses and bootcamps.

  • TAO fits best

    Open, standards-based institutional assessment

  • Codio fits best

    Affordable coding courses and bootcamps

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.

Side by side

Feature TAO 8.7/10 Visit ↗ Codio 8.6/10 Visit ↗
At a glance
Editor score 8.7 8.6
Ranking #5 in Automated Grading Software #6 in Automated Grading Software
Best for Open, standards-based institutional assessment Affordable coding courses and bootcamps
Pricing model Free plan + paid Paid
Starting price €499/mo $90/user/yr
Free plan ✓ (best) —
Free trial — —
Deployment Cloud, Self-hosted Cloud, Desktop
Platforms Web Web, Windows, macOS, Linux
Support Tickets, Community, Docs Live chat, Docs
Integrations 9 integrations 8 integrations
Built for Small business, Mid-market, Enterprise Small business, Mid-market, Enterprise
Features TAO 0/5 · Codio 3/5
Programming autograding Not checked yet ✓ (best)
Math autograding Not checked yet —
Written-work OCR Not checked yet Not checked yet
LMS or LTI support Not checked yet ✓ (best)
Question bank Not checked yet ✓ (best)
Specs
Supported code languages Not checked yet 4 languages
Our review
Pros
  • Supports automated, manual, partial-credit, and weighted-response scoring
  • Offers QTI, LTI 1.3, Moodle, proctoring, and specialist integrations
  • Combines self-hosted, cloud-hosted, test-center, and LMS delivery
  • Automates code, multiple-choice, fill-in-the-blank, and Parsons assessments
  • Includes browser-based IDEs, managed environments, and custom grading scripts
  • Supports LMS grade passback, reusable assessment libraries, and rubrics
Cons
  • Community Edition requires self-hosted deployment
  • Paid plans are billed annually
  • Advanced service and implementation options require paid tiers
  • No free plan is available
  • Verified programming-language coverage is four languages
  • Math autograding is not supported
Our verdict

TAO is an open-source computer-based testing platform for educators, assessment professionals, education ministries, higher-education institutions, professional associations, and public-sector employers. It combines WYSIWYG authoring,…

Read the review →

Codio is a cloud learning platform for colleges, universities, bootcamps, workforce programs, and developer education teams. It combines browser-based coding environments, interactive courseware, programming assignments, automated…

Read the review →
  1. TAOAutomated Grading Software 8.7Free plan
  2. CodioAutomated Grading Software 8.6Paid

Strengths and trade-offs

  • TAO — where it wins

    • Supports automated, manual, partial-credit, and weighted-response scoring
    • Offers QTI, LTI 1.3, Moodle, proctoring, and specialist integrations
    • Combines self-hosted, cloud-hosted, test-center, and LMS delivery

    Where it doesn't

    • Community Edition requires self-hosted deployment
    • Paid plans are billed annually
    • Advanced service and implementation options require paid tiers
  • Codio — where it wins

    • Automates code, multiple-choice, fill-in-the-blank, and Parsons assessments
    • Includes browser-based IDEs, managed environments, and custom grading scripts
    • Supports LMS grade passback, reusable assessment libraries, and rubrics

    Where it doesn't

    • No free plan is available
    • Verified programming-language coverage is four languages
    • Math autograding is not supported
  • TAO8.7/10 · Free plan

    A standards-based assessment platform with broad scoring, delivery, analytics, and deployment options.

    Visit TAOFull verdict →
  • Codio8.6/10 · Paid

    A flexible coding assessment platform for affordable courses and bootcamps.

    Visit CodioFull verdict →

More comparisons

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update