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System one decision

Base Labs logoelephant-1

A 9B decision model that turns structured context into calibrated choice, yes/no, and scoring probabilities in a single forward pass.

Model details

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elephant-1 is a 9B decision model that turns structured context into structured answers. Given a state and one or more typed questions, it returns answer probabilities and confidence in a single forward pass without generating free-form text that an application must parse. ⁠⁠

Use it for tasks such as routing requests, classifying cases, answering yes/no checks, or scoring against a rubric. It supports choice questions, yes/no questions, and ordered scoring, returning probabilities your application can use to select an answer or set confidence thresholds. ⁠

On release (October 2026), elephant-1 is the top 9B model on the Jev Decision Index 0.4 and Artificial Analysis Decision Index. 

elephant-1 is the leading 9B model on the Jev Decision Index 0.4 with a score of 62.6. On the Artificial Analysis Decision Index, elephant-1 score 65.2.elephant-1 is the leading 9B model on the Jev Decision Index 0.4 with a score of 62.6. On the Artificial Analysis Decision Index, elephant-1 score 65.2.

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Input
1curl --fail-with-body \
2  -X POST "https://inference.baseten.co/v1/systemone" \
3  -H "Authorization: Api-Key $BASETEN_API_KEY" \
4  -H "Content-Type: application/json" \
5  -d '{
6    "model": "decision-models/baseten-elephant-9b-latest",
7    "state": {
8      "message": "I was charged twice. Please refund the duplicate charge."
9    },
10    "questions": {
11      "route": {
12        "type": "choice",
13        "instructions": "Which team should handle this request?",
14        "criteria": {
15          "billing": "Payments, charges, and refunds",
16          "support": "Technical troubleshooting"
17        }
18      }
19    }
20  }'

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