Inference API · run in Sweden

Open models.
Swedish hardware.
One API.

Text, vision and embedding models behind an OpenAI-compatible endpoint. They run on servers we own and operate in Sweden, and your requests are never logged or used for training.

Create account See four real calls

From: €1 / 1M input tokens
Context: up to 64K tokens
Billing: Prepaid credits

A Swedish supplier invoice from Fjällbo Fastighetsservice AB with four line items and a total of 23 578 SEK — qwen3-vl 9.4 s → qwen3.8-27b 3.4 s2 calls2,471 tokens€0.0040

Hosted in SwedenProcessing of your content stays in the EU/EEA
No trainingYour data never trains, tunes or evaluates a model
No request loggingPrompts and outputs are held in memory only
OpenAI-compatibleChange base_url, keep your code

01 / Connect

Two lines change. The rest of your code stays.

Use the OpenAI SDK you already have, or any client that speaks the same API: chat completions, streaming, vision input, JSON output and embeddings.

1
Create an account and add credits in the portal.
2
Create an API key per application.
3
Point your client at api.juicefactory.ai/v1.

python

import os
from openai import OpenAI

client = OpenAI(
    base_url="https://api.juicefactory.ai/v1",
    api_key=os.environ["JUICEFACTORY_API_KEY"],
)

reply = client.chat.completions.create(
    model="qwen3.8-27b",
    messages=[{"role": "user", "content": "Summarise this contract clause: …"}],
)

02 / Real calls

Four jobs, four recorded responses.

Every output below is the unedited response from the production API, recorded 2026-10-04 11:47 UTC. Timings and token counts are what the call reported; cost uses the published catalog prices.

A scanned invoice becomes fields your bookkeeping can post.

The vision model reads the page. The text model maps that reading onto your schema, which the API enforces. Your code then checks the arithmetic before anything is booked.

qwen3-vl 9.4 s → qwen3.8-27b 3.4 s2 calls2,471 tokens€0.0040

Input

Sample document made for this page. The company and amounts are fictional.

Step 1 · qwen3-vl reads the page

```json
{
  "company": {
    "name": "Fjällbo Fastighetsservice AB",
    "address": "Sågverksgatan 14, 831 34 Östersund",
    "org_number": "556871-4402"
  },
  "invoice": {
    "type": "FAKTURA",
    "number": "2026-1187",
    "date": "2026-09-15",
    "due_date": "2026-10-15",
    "reference": "Serviceavtal SA-2209"
  },
  "billing_to": {
    "name": "Brf Storsjöutsikten",
    "attention": "Styrelsen, ref. Karin Lund",
    "address": "Rådhúsgatan 41, 831 30 Östersund"
  },
  "items": [
    {
      "description": "Fastighetsskötsel, september 2026",
      "quantity": 1,
      "unit": "mån",
      "unit_price": 8400.00,
      "amount": 8400.00
    },
    {
      "description": "Byte av cirkulationspump, undercentral",
      "quantity": 1,
      "unit": "st",
      "unit_price": 6950.00,
      "amount": 6950.00
    },
    {
      "description": "Arbetstid, akut utryckning 2026-09-07",
      "quantity": 3.5,
      "unit": "tim",
      "unit_price": 695.00,
      "amount": 2432.50
    },
    {
      "description": "Sophantering, extra tömning grovavfall",
      "quantity": 2,
      "unit": "st",
      "unit_price": 540.00,
      "amount": 1080.00
    }
  ],
  "totals": {
    "net": 18862.50,
    "vat": 4715.63,
    "vat_rate": 25,
    "rounding": -0.13,
    "total": 23578.00
  },
  "payment": {
    "bank_giro": "5521-0934",
    "ocr_number": "20261187049",
    "due_date": "2026-10-15"
  },
  "notes": [
    "Dröjsmålsränta enligt räntelagen. Godkänd för F-skatt. Exempeldokument skapat för JuiceFactory-demo — företag och belopp är fiktiva."
  ]
}
```

Step 2 · qwen3.8-27b fits the schema

{
  "supplier": "Fjällbo Fastighetsservice AB",
  "supplier_org_no": "556871-4402",
  "invoice_number": "2026-1187",
  "invoice_date": "2026-09-15",
  "due_date": "2026-10-15",
  "customer": "Brf Storsjöutsikten",
  "net_amount": 18862.5,
  "vat_amount": 4715.63,
  "total_amount": 23578.0,
  "currency": "SEK",
  "bankgiro": "5521-0934",
  "ocr": "20261187049",
  "line_items": [
    {
      "description": "Fastighetsskötsel, september 2026",
      "amount": 8400.0
    },
    {
      "description": "Byte av cirkulationspump, undercentral",
      "amount": 6950.0
    },
    {
      "description": "Arbetstid, akut utryckning 2026-09-07",
      "amount": 2432.5
    },
    {
      "description": "Sophantering, extra tömning grovavfall",
      "amount": 1080.0
    }
  ]
}

Checks your code runs on the output

Passed: Line items sum to net (18,862.50)
Passed: VAT is 25 % of net (4,715.63)
Passed: Net + VAT, rounded, is the total (23,578)
Passed: OCR reference passes its check digit
Passed: Bankgiro number passes its check digit

Why the checks matter: vision readings vary between runs. In the reading shown here the model wrote “Rådhúsgatan” for Rådhusgatan; in another recording it misspelt a line description. The address is not in the schema, and every amount and reference number was right in every recording.

A public notice becomes data a service can search.

One call, with a JSON schema. The model keeps the source's own wording and only fills what the text states.

qwen3.8-27b 3.5 s1 call609 tokens€0.0011

Input · source text

Kretsloppsparken Norra – öppettider och vad du kan lämna

Från och med 1 oktober har Kretsloppsparken Norra vinteröppettider: måndag–torsdag 10–19, lördag 9–15. Fredag och söndag är det stängt.

Privatpersoner lämnar grovavfall, elavfall, farligt avfall och trädgårdsavfall utan kostnad. Du behöver visa legitimation med folkbokföringsadress i kommunen. Företag hänvisas till Kretsloppsparken Syd, där avfall vägs och debiteras.

Däck tas inte emot, lämna dem hos en däckverkstad. Asbest lämnas bara efter föranmälan på telefon 063-14 30 00.

Fordon högre än 2,2 meter eller tyngre än 3,5 ton får inte köra in.

Sample notice written for this page.

Output · qwen3.8-27b

{
  "facility": "Kretsloppsparken Norra",
  "opening_hours": [
    {
      "days": "måndag–torsdag",
      "hours": "10–19"
    },
    {
      "days": "lördag",
      "hours": "9–15"
    },
    {
      "days": "fredag och söndag",
      "hours": "stängt"
    }
  ],
  "closed_days": [
    "fredag",
    "söndag"
  ],
  "free_for_households": [
    "grovavfall",
    "elavfall",
    "farligt avfall",
    "trädgårdsavfall"
  ],
  "not_accepted": [
    {
      "item": "Däck",
      "instead": "lämna dem hos en däckverkstad"
    },
    {
      "item": "Asbest",
      "instead": "lämnas bara efter föranmälan på telefon 063-14 30 00"
    }
  ],
  "requirements": [
    "visa legitimation med folkbokföringsadress i kommunen"
  ],
  "vehicle_limits": "Fordon högre än 2,2 meter eller tyngre än 3,5 ton får inte köra in",
  "valid_from": "1 oktober"
}

A wrong step becomes a hint, not an answer.

Ordinary code finds the mistake. The model only explains it, within a tight instruction, so grading never depends on a model.

qwen3.8-27b 0.8 s1 call204 tokens€0.0003

Input

Lös ekvationen 3x + 5 = 20

3x = 20 + 5
3x = 25
x = 25/3

Deterministic checker

Steg 1 är fel: konstanten +5 flyttades över med samma tecken. Rätt: 3x = 20 − 5.

Output · qwen3.8-27b

När du flyttar över en term till andra sidan likhetstecknet, glöm inte att byta dess tecken. Titta på vad som händer med +5 när den korsar likhetstecknet.

03 / Models & pricing

Pay per token. No minimum.

Prices in EUR, excluding VAT, per million tokens. Billing is prepaid: add credits, and usage draws them down. The full list is always at GET /v1/models.

Model ID	Use it for	Context	Input	Output
`qwen3.8-27b`	Text: extraction, classification, answers grounded in your sources	64K	€1.00	€2.50
`qwen3-vl`	Vision: document pages, scans, screenshots	32K	€1.00	€2.50
`qwen3-embed`	Embeddings for search and retrieval	8K	€0.10	—

Models are open-weight Qwen models from Alibaba's Qwen team, run on our own hardware. The four examples above cost under one euro cent together.

Thinking is off by default. When a request turns it on (enable_thinking or reasoning_effort), the model's reasoning tokens are billed as output tokens at the same rate, typically two to three times the output of the same request without thinking. Each response reports them in usage.completion_tokens_details.reasoning_tokens.

04 / Data & privacy

What happens to a request.

These statements come from our data processing agreement, not from marketing copy. The DPA is issued on request as a signable PDF.

Request the DPA ↗

01
Received in Sweden
API traffic is routed through EU edge locations only and forwarded to our origin in Sweden over an encrypted connection.
02
Authenticated, not recorded
The API key is validated and rate limits are applied. No request body content is logged.
03
Processed in memory
Your content is passed to the model and held in volatile memory. Open-weight models run on hardware Juice Factory owns and operates.
04
Never reused
Your content is not used to train, fine-tune, evaluate or otherwise improve any model, and is not disclosed to any model vendor.

We meter tokens per API key for billing. Processing of your content stays within the EU/EEA; some sub-processors run support functions outside the EEA, and the DPA sets out what applies to them. AB Juice Factory AI, reg. no. 559484-2246, Sweden.

05 / In production

We run our own products on it.

These are services we build ourselves, not customer testimonials. Each one uses the API the same way you would.

Start with one document, one question or one field.

Create account Larger workload? Talk to us

Open models.Swedish hardware.One API.

Two lines change. The rest of your code stays.

Four jobs, four recorded responses.

Pay per token. No minimum.

What happens to a request.

Received in Sweden

Authenticated, not recorded

Processed in memory

Never reused

We run our own products on it.

Start with one document, one question or one field.

Open models.
Swedish hardware.
One API.