Xor 1.2

Juspay TechnologiesDecision modelOpen weights

Xor 1.2 by Juspay Technologies is a decision model: it answers typed questions with a probability for each allowed answer instead of generating text. It scores 51.1 on the Jev Decision Index (rank 43).

Pricing

No hosted price is listed. The weights are open: the cost is your own compute.

Specifications

Provider: Juspay Technologies
Parameters: 36B
Released: Sep 2026
Open weights: Yes
Question types: Choice (one of N options), Score (ordered rubric), Yes / no
Mechanism: Decoder LM with a decision readout
Backbone: Qwen/Qwen3.6-35B-A3B
Jev-compatible request: Yes
Runs on CPU: No
License: apache-2.0
Hugging Face: juspay/xor

Benchmarks

Jev Decision IndexECE 0.024: 51.1
Jev Decision Indexedition 0.2.1 (earlier edition): 41.5
Benchmark Heaven JevBench (Capability): 68.9
DecisionBenchECE 0.041: 0.610
Enterprise Decision Arena (provisional): 66.7
Jev Decision Index — VisionECE 0.010: 64.2

Jev Decision Index: public 52.3, ECE 0.024, Brier 0.383. Lower ECE means its probabilities can be taken at face value.

Self-reported by the publisher

The model's own claims, often on its own sets or a self-run copy of a public suite. Not independently verified and never ranked alongside measured results.

Jev Decision Index public suite (self-run)Self-reportedDecision Index public balanced skill, edition 0.2.1 kit (release-v2.1), self-run: 52.2

Speed & latency

Median latency per call (Decision Index)

150 ms

Compare Xor 1.2 with…

Xor 1.2 vs amos-1-large—/1M in Xor 1.2 vs amos-1-medium—/1M in Xor 1.2 vs Celeris-1 Decision$0.04/1M in Xor 1.2 vs ScaleDown Classify-1$0.04/1M in Xor 1.2 vs Cloudflare clef—/1M in Xor 1.2 vs Cloudflare clef-flash—/1M in

FAQ

How much does Xor 1.2 cost?

Xor 1.2 has no hosted price listed; its weights are open, so the cost is the compute you run it on.

What questions can Xor 1.2 answer?

Xor 1.2 answers choice (one of n options), score (ordered rubric), yes / no questions, returning a probability for each allowed answer.

Is Xor 1.2 well calibrated?

On the Jev Decision Index its expected calibration error (ECE) is 0.024; below about 0.05, a stated 80% confidence is right roughly 80% of the time.

Is Xor 1.2 open weight, and can it run on a CPU?

Yes, Xor 1.2 has open weights. It needs a GPU to run at useful speed.

Data as of 2026-10-14. Source: Metatext decision-model catalogue, 2026-10-14 (Jev Decision Index, DecisionBench, Enterprise Decision Arena, Benchmark Heaven JevBench). Pricing is per 1M tokens (USD); confirm with the provider before production use.