What's new in EvaliQA, September 2026

September brought a one-screen Quick eval, platform credits so you can start without your own model key, a much larger red-team library, and deeper insight into production traffic.

September 1, 2026 to September 30, 2026

Quick eval: a first result in minutes

Paste a cURL command and EvaliQA finds the question and answer fields, sends a test request, generates test cases and starts the run from one screen. You get an email when the results are ready.

Guided onboarding

New workspaces get a short setup wizard, a welcome tour, intro videos on the main pages and a Guides menu in the header.

Platform credits

Run judging, test generation and trace analysis on EvaliQA's own AI without bringing a model key. New workspaces start with a sign-up bonus, you can buy credit packs at checkout (with tax and an optional VAT ID), and a chart in Billing shows where credits went. Switch between credits and your own key in Settings, Platform AI agent.

Also shipped

  • A bigger red-team library. Red-team plans now cover 33 vulnerability types and a choice of attack techniques, and multi-turn attacks can follow a script, simulate a user or adapt to each reply. Red-team runs also show the credits they used.
  • Inbound calls and recordings for voice. Voice runs can now wait for your bot to call EvaliQA as well as call it, and each call has its recording and charts right on the run page.
  • Deeper production insight. Score whole conversations, not just single traces, get an AI review of any trace with concrete findings, and open a project's Observability tab for volume, failures, cost, latency and the models and tools your agent used.
  • OpenTelemetry and Claude Code traces. Send traces over standard OpenTelemetry (OTLP), or connect Claude Code to see its sessions in EvaliQA.
  • Better dataset management. Datasets keep a version history you can restore from, take documents in file columns, download from the Datasets page in several formats, and accept a production trace as a new row in a couple of clicks.
  • Connectors for asynchronous APIs. If your system accepts a request and returns the answer later, the connector can now start the job and poll for the result.
  • Shareable reports. Reports have a new layout with a visual summary and a findings panel. Share a read-only copy by link with people outside your workspace, and PDF exports now print non-Latin text and nested lists correctly.
  • Account security and privacy. Turn on two-factor sign-in with recovery codes, review active sessions and the audit log, export your data, and schedule account deletion with 30 days to change your mind. Pages also tell you how long their data is kept on your plan.
  • Team roles and project access. Give teammates Owner, Admin, Member or read-only Viewer roles, and choose who sees which project from one grid in Settings.

All changelogs