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frontiertrials

PyPI·Infrastructure

frontiertrials is a Python package that enables users to run private personal benchmarks and rigorous blind studies comparing outputs from different frontier AI models. It requires no API keys and keeps all evaluation data local, making it suitable for independent AI assessment and comparison.

Open SourceMITCLI
Visit PyPI↗

Overview

3 features

In the AI & ML space, frontiertrials takes a focused approach. It focuses on conducting unbiased personal evaluations and benchmarks of AI subscription model outputs without relying on vendor APIs. It is built as an open-source project for AI researchers and power users. frontiertrials is open source under the MIT license. frontiertrials is available on the command line.

It is developed by CAOShurong, and it first shipped in 2026. The project is developed in the open on GitHub with 7 commits in the last 90 days. Among its 3 catalogued features are blind evaluation, personal benchmarks, and No API required.

Summary written by a language model from the project’s public pages.

  • ✓Blind evaluation
  • ✓Personal benchmarks
  • ✓No API required
Tags
llm-evaluationblind-benchmarkai-testingpersonal-benchmark
AI capabilities
Text
Inference: Local

Built with & integrations

Runs on
CLI

Trust & compliance

License
MIT
Verified signals
✓HTTPS✓Open Source✓Free tier✓GitHub✓Active maintenance

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed5 Aug · 15:40 UTC
    frontiertrials verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about frontiertrials

What does frontiertrials do?
Frontiertrials focuses on conducting unbiased personal evaluations and benchmarks of AI subscription model outputs without relying on vendor APIs. It is catalogued under AI & ML on PulseGate.
Who is frontiertrials for?
frontiertrials is an open-source project built for AI researchers and power users.
Does frontiertrials have a free plan?
Yes — frontiertrials is open source under the MIT license and free to use.
What platforms does frontiertrials run on?
frontiertrials runs on the command line.
Is frontiertrials still maintained?
The GitHub repository shows 7 commits in the last 90 days.
What are alternatives to frontiertrials?
Similar projects tracked by PulseGate include Cliprise, chi-ai, and AI DocuChat.Cliprisechi-aiAI DocuChat
Who makes frontiertrials?
frontiertrials is developed by CAOShurong.
How long has frontiertrials been around?
frontiertrials first shipped in 2026.

At a glance

Platforms
Cli
Languages
English
Open source
Yes (GitHub)
License
MIT
First seen
5 Aug 2026
Built for
AI researchers and power users
Model
Open source
Solves
Conducting unbiased personal evaluations and benchmarks of AI subscription model outputs without relying on vendor APIs.

Registered as

GitHub
CAOShurong/frontiertrials
PyPI
frontiertrials

Developer

CAOShurong
Solo developer
↗ GitHub

Open source

View on GitHub →
Stars
0
Forks
0
Open issues
0
Last commit
5 Aug 2026
Commits 90d
7
Contributors
1
Authorship
Solo
Default branch
main
Latest release
v0.3.1 · 5 Aug 2026

Live coverage

Identity confidence
Low · 64
Indexed
5 Aug 2026
Lifecycle
Alive
First seen
Aug 2026
Last seen
5 Aug 2026
Identity audit (13)
Slug
frontiertrials-pypi-org
Lifecycle state recorded
5 Aug 2026
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
5 Aug 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Name from
Written by a language model from the project's public pages.
Category from
Assigned by a language model.
Summary from
Written by a language model from public pages.
Languages from
Detected by a language model from page content.
Last updated
5 Aug 2026
Canonical URL
https://pypi.org/project/frontiertrials

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