| Provider | inclusionAI |
|---|---|
| Model ID | inclusionai/ring-2.6-1t |
| Prompt Price per 1M tokens | $0.075 |
| Completion Price per 1M tokens | $0.625 |
| Sample Workload Cost 1M input + 500K output | $0.39 |
| Context Window | 262.14K |
| Release Date | |
| Popularity | #123 |
| Popularity Signal | 983.3M tokens |
Ring-2.6-1T
inclusionAI API model specs with normalized input price, output price, context window, sample workload cost, and related comparisons.
Page updated:
Data confirmed:
Prices normalized to USD per 1M tokens
Sample workload: 1M input + 500K output
Budget brief
Ring-2.6-1T is estimated at $0.39 for the standard workload.
Ring-2.6-1T is best suited for cost-sensitive production traffic. A 1M input token plus 500K output token workload is estimated at $0.39.
Input price$0.075per 1M tokens
Output price$0.625per 1M tokens
Context window262.14Kreported maximum
Popularity#123983.3M tokens signal volume
Use this as a first-pass planning estimate, then verify provider limits, routing, discounts, and availability before production deployment.
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This estimate uses normalized public API pricing per 1M tokens. It is a planning aid, not a billing quote. Verify provider pricing, limits, and terms before production use.
Alternative path
Alternative Shortlist
Use these rows to build a test shortlist around Ring-2.6-1T. Lower cost, same-provider fit, and larger context are separate decisions, so each group is ranked by a different signal.
Lower-cost alternatives
Cross-provider candidates with a lower standard 1M input plus 500K output estimate.
| Model | Provider | Sample Cost | Context | Why it is here | Next Step |
|---|---|---|---|---|---|
| 🔥Owl Alpha | OpenRouter | $0 | 1.05M | Lower standard workload estimate from another provider. | Open model Compare |
| New🔥Nemotron 3 Ultra (free) | NVIDIA | $0 | 1M | Lower standard workload estimate from another provider. | Open model Compare |
| 🔥Laguna M.1 (free) | Poolside | $0 | 262.14K | Lower standard workload estimate from another provider. | Open model Compare |
| Nemotron 3 Super (free) | NVIDIA | $0 | 1M | Lower standard workload estimate from another provider. | Open model Compare |
Same-provider swaps
Lower-cost options from the same provider, useful when account setup or procurement is already fixed.
| Model | Provider | Sample Cost | Context | Why it is here | Next Step |
|---|---|---|---|---|---|
| Ling-2.6-flash | inclusionAI | $0.03 | 262.14K | Same provider with a lower standard workload estimate. | Open model Compare |
Larger-context upgrades near this budget
Models with more context that stay within a close sample-cost band when price data is available.
| Model | Provider | Sample Cost | Context | Why it is here | Next Step |
|---|---|---|---|---|---|
| Llama 4 Scout | Meta | $0.25 | 10M | More context while staying near this model's sample-cost band. | Open model Compare |
| 🔥Owl Alpha | OpenRouter | $0 | 1.05M | More context while staying near this model's sample-cost band. | Open model Compare |
| 🔥DeepSeek V4 Flash | DeepSeek | $0.18 | 1.05M | More context while staying near this model's sample-cost band. | Open model Compare |
| 🔥MiMo-V2.5 | Xiaomi | $0.28 | 1.05M | More context while staying near this model's sample-cost band. | Open model Compare |
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...
Ring-2.6-1T is best suited for cost-sensitive production traffic.
A 1M input token plus 500K output token workload is estimated at $0.39.
Decision Shortcuts
Compare this model
Search head-to-head pages that include Ring-2.6-1T and review input price, output price, context, and sample workload cost.
Find comparisonsinclusionAI catalog
See other inclusionAI models before narrowing your shortlist.
Open provider hubCheaper alternatives
Start from models sorted by a standard cost estimate when budget is the first constraint.
Browse low-cost modelsLong-context alternatives
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Browse long-context modelsHigh-Interest Comparisons
Search this model| Comparison | Cost-first Pick | Context Pick |
|---|---|---|
| GLM 5.1 vs Ring-2.6-1T | Ring-2.6-1T | Ring-2.6-1T |
| GLM 4.7 vs Ring-2.6-1T | Ring-2.6-1T | Ring-2.6-1T |
| MiniMax M2.5 vs Ring-2.6-1T | Ring-2.6-1T | Ring-2.6-1T |
| Nemotron 3 Super (free) vs Ring-2.6-1T | Nemotron 3 Super (free) | Nemotron 3 Super (free) |
| 🔥DeepSeek V4 Pro vs Ring-2.6-1T | Ring-2.6-1T | DeepSeek V4 Pro |
| Ring-2.6-1T vs Ling-2.6-1T | Tie | Tie |
| 🔥Owl Alpha vs Ring-2.6-1T | Owl Alpha | Owl Alpha |
| Ring-2.6-1T vs MiniMax M2.5 (free) | MiniMax M2.5 (free) | Ring-2.6-1T |
Popular Comparisons
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| Aion-2.0 vs Ring-2.6-1T | |
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| 🔥Claude Opus 4.7 vs Ring-2.6-1T | |
| Claude Sonnet 4 vs Ring-2.6-1T | |
| 🔥Claude Sonnet 4.6 vs Ring-2.6-1T | |
| DeepSeek V3 0324 vs Ring-2.6-1T | |
| DeepSeek V3.1 Terminus vs Ring-2.6-1T | |
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