What's New: February 2026 Product Updates

February was a big month for Abstrakt. Here's everything we shipped.

New Features

Semantic Caching (Beta)

Stop paying for similar prompts. Our new semantic caching feature identifies prompts that are similar enough to return cached results.

const result = await abstrakt.run('flux-schnell', {
  prompt: 'A golden retriever playing in the park',
  cache: {
    semantic: true,
    similarityThreshold: 0.92
  }
});

// Later, this hits the cache:
const similar = await abstrakt.run('flux-schnell', {
  prompt: 'Golden retriever playing at the park',
  cache: { semantic: true }
});
// Cache hit! Same result, no credits used.

Early users report 15-30% additional cache hits.

Status: Beta - enable in dashboard settings

New Video Models

We've added three new video models:

Try them in the Video Sandbox.

Webhook Retry Improvements

Webhooks now automatically retry with exponential backoff:

View retry history in your dashboard under Webhooks → Delivery History.

Usage Analytics API

Programmatically access your usage data:

const usage = await abstrakt.usage.query({
  startDate: '2026-02-01',
  endDate: '2026-02-28',
  groupBy: ['model', 'day']
});

// Returns detailed breakdown
{
  "total_credits": 15420,
  "total_requests": 12350,
  "by_model": {
    "flux-schnell": { credits: 8000, requests: 8000 },
    "flux-dev": { credits: 4000, requests: 2000 },
    // ...
  }
}

Model Updates

FLUX.1 Improvements

Stable Diffusion 3.5

SD 3.5 Medium is now available:

Dashboard Updates

New Model Comparison View

Compare models side-by-side with the same prompt:

1. Go to Sandbox

2. Click "Compare Mode"

3. Select up to 4 models

4. Enter your prompt

5. See results simultaneously

Improved Job History

Team Permissions

New granular permissions for team members:

API Changes

New Endpoints

GET  /v1/usage/query     - Query usage analytics
GET  /v1/models/{id}/samples - Get sample outputs
POST /v1/jobs/bulk-retry - Retry multiple failed jobs

Deprecations

Bug Fixes

Coming Next Month

Try It Out

Questions or feedback? Let us know in Discord.