Ring 2.6 1T

ChatInput: TextReleased May 8, 2026

Built by inclusionAI (Ant Group) · China · github.com/inclusionAI

Ring-2.6-1T is a 1T-parameter-scale thinking model with 63B active parameters, built for real-world agent workflows that require both strong capability and operational efficiency. It is optimized for coding agents, tool...

How to use

model: "inclusionai/ring-2.6-1t"

Cap quality here and save

Hard questions go to this model, easy ones drop to something cheaper. Set a savings target (0–0.8) and the router tunes itself until realized savings converge on it.

{
  "model": "celon/auto",
  "celon": {
    "anchor": "inclusionai/ring-2.6-1t",
    "savings_target": 0.4
  }
}

Naming a model directly gets you that model — savings controls don't apply.

Context

262K

Max output

66K

Input $/1M

$0.30

Output $/1M

$2.50

Features

—

Serving providers

Novita

Providers

Price, latency, and uptime per provider serving this model. Celon routes each request to the fastest and cheapest of them. Click a row for regions and data policies.

Loading provider metrics…

Performance

Measured latency (lower is better) and throughput (higher is better) per provider.

Speed

Loading provider metrics…