---
title: "inclusionAI: Ring-2.6-1T — price, capability and what beats it · Undominated.ai"
canonical: https://undominated.ai/models/inclusionai__ring-2.6-1t/
description: "inclusionAI: Ring-2.6-1T: $0.075/M in, $0.625/M out. Independent capability scores, context-tier pricing, and the models that are both better and cheaper."
---

# inclusionAI: Ring-2.6-1T — price, capability and what beats it · Undominated.ai

> inclusionAI: Ring-2.6-1T: $0.075/M in, $0.625/M out. Independent capability scores, context-tier pricing, and the models that are both better and cheaper.

[Leaderboard](/) / inclusionAI

# Ring-2.6-1T

inclusionAI · released 2026-05-08

 $0.212 per million tokens, balanced Balanced Summarise Chat Code gen Agentic

## DeepSeek V4 Flash 0731 is both better and cheaper.

It scores **+20.1** higher and costs **51% less** ($0.105/M against $0.212/M) on this workload — and it does everything this model does.

[Ling-3.0-flash](/models/inclusionai__ling-3.0-flash) is cheaper still (85% less) but drops 66K → 33K max output.

### Every price dimension

| Input | $0.075 /M |
| --- | --- |
| Output | $0.625 /M |
| Cached input | $0.015 /M |

### Independent scores

| Intelligence | 31.7 |
| --- | --- |
| Coding | 42.8 |
| Agentic | 20.1 |

Sources are listed separately rather than averaged. Across the 62 models both have scored they correlate at r = 0.806 — close agreement overall, but four models rank very differently between them, and a blended score would hide exactly those.

### Capability

| Context window | 262K |
| --- | --- |
| Max output | 66K |
| Input modes | text |
| Tool use | yes |
| Reasoning | always on |

**Retirement scheduled for 2026-08-24.** This model is no longer available.

### Provenance

| Price source | openrouter.ai |
| --- | --- |
| Fetched | 2026-08-24 |
| Quality data | verified |

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...