InclusionAI
Ring-2.6-1T
Reasoning model for deliberate analysis, multi-step problem solving, and tool use
Model facts
- Context window
- 262K tokens
- Maximum output
- 262K tokens
- Cheapest paid input
- $0.3 per 1M tokens
- Cheapest paid output
- $2.5 per 1M tokens
- Open weights
- yes
- Providers
- 3
Capabilities and modalities
reasoning, tool calling, structured output, attachments, temperature control, open weights, text.
Artificial Analysis benchmarks
Compare this model on the full LLM benchmark leaderboard.
| Configuration | AAI | Coding | Math | Output tokens/s |
|---|---|---|---|---|
| default | 31.7 | 42.8 | not measured | 128.9 |
Observed price history
- 2026-08-24: $0.27 input / $2.25 output per 1M tokens
- 2026-08-28: $0.3 input / $2.5 output per 1M tokens
API providers
- NovitaAI — model id inclusionai/ring-2.6-1t; $0.3 input / $2.5 output per 1M tokens; provider documentation
- Requesty — model id ring-2.6-1t; $0.3 input / $2.5 output per 1M tokens; provider documentation
- ZenMux (inclusionAI) — model id inclusionai/ring-2.6-1t; $0.3 input / $2.5 output per 1M tokens; provider documentation