Abstract ukiyo-e illustration of neural networks flowing through nature

The open-source LLM experiment runner
for product teams.

Define test sets, version prompts, and compare GPT-4o, Claude, Gemini side-by-side — with cost, latency, and quality scores. Free to self-host. Built for teams who ship.

Cloud hosted · Free to self-host · No credit card required

Core Capabilities

Everything you need to choose
the right model, every time

Multi-Model Benchmarks

Run the same prompt across GPT-4o, Claude, Gemini, Llama, and any model — side by side, on the same test data.

Latency Tracking

Measure p50, p95, and p99 response times per model. Know exactly how fast each model responds in production conditions.

Cost Analysis

Track token usage and cost per request, per model. See exactly what each experiment costs you — before you ship.

Accuracy Scoring

Define custom eval criteria. Score outputs with automated checks, regex assertions, or human-in-the-loop review workflows.

Prompt Versioning

Every prompt change becomes a tracked version. Compare v1 vs v2 head-to-head with the same dataset to measure real improvement.

Test Dataset Management

Upload and reuse evaluation datasets across experiments. Consistent test data means results you can actually trust.

One-Click Re-Evaluation

New model just dropped? Re-run all your existing experiments against it instantly — no reconfiguration, no setup.

Feature-Level Tracking

Organize experiments by product feature. See which model powers each part of your app and when it was last evaluated.

Visual Dashboards

Rich comparison charts for cost vs accuracy vs latency. Make model decisions backed by data — not hunches.

Why parixai

Stop guessing.
Start measuring.

Without parixai
With parixai
Manually prompt each model in the playground, one at a time
All models run in parallel against the same test cases in one experiment
No record of why you chose a model or what you evaluated
Recorded conclusions with full experiment history, visible to your whole team
Prompt changes go live with no comparison to the previous version
Every prompt version is tracked — compare v1 vs v2 on identical test data
Cost estimates are rough token math
Interactive cost projector: enter production volume, get exact per-model cost
Evaluation is gut feel or manual spot-checking
LLM-as-a-judge with Faithfulness, Relevance, Correctness, Tone, Completeness presets
Pricing

Start free.
Scale when you're ready.

Self-Hosted
Freeforever

Run parixai on your own infrastructure. Full feature access, your data stays on your servers, Apache 2.0 License.

  • Unlimited experiments
  • All model providers
  • Prompt versioning
  • Cost & latency tracking
  • Custom eval criteria
  • Team collaboration
  • CLI + REST API
Deploy on GitHub →
Coming Soon
Cloud
Early Access

Fully managed. No infra to run, automatic model updates, team dashboards, and priority support.

  • Everything in Self-Hosted
  • Managed hosting — zero ops
  • Automatic model registry updates
  • Shareable experiment reports
  • SSO & role-based access
  • Priority support
  • SLA guarantee
Join the Waitlist →
FAQ

Common questions

Your next model decision deserves a paper trail

parixai is open source and free to self-host. Or join the waitlist for a managed cloud version.

Open source · MIT licensed · No vendor lock-in