Ring-1T
zenmux/ring-1tОт zenmux · выпуск 2025-10-12 · дата знаний: 2025-01-01
Prices in USD per 1M tokens. Unknown means the provider does not publish per-token pricing.
Возможности
Model fit scores
0–100 · higher is betterThese scores reward declared capabilities, context size, price and provider availability — they are not benchmark results. Use them as a directional signal alongside your own evaluation.
Coding53
- Tool calling40/40
- Structured output0/20
- Reasoning10/10
- Context window (100K → 1M)2/20
- Provider availability1/10
Agents66
- Tool calling35/35
- Structured output0/25
- Reasoning15/15
- Output token limit15/15
- Provider availability1/10
JSON / structured output44
- Structured output / JSON mode0/50
- Tool calling20/20
- Temperature control10/10
- Price-friendly for high-volume14/20
Cost efficiency56
- Headline price (log-scaled)51/95
- Has prompt-cache pricing5/5
Long context45
- Context window (100K → 2M)35/90
- Has published price for full window10/10
Production-readiness65
- Number of independent providers5/40
- Has published per-token price20/20
- Context window ≥ 8K15/15
- No data inconsistencies across providers10/10
- Official model (not derivative)15/15
Cost Efficiency Index
Open full calculator →Estimated cost using the recommended provider's headline rate. Each scenario fixes average input/output tokens — the assumptions are shown in the third column.
| Scenario | Cost | Assumption |
|---|---|---|
RAG answer per 1,000 RAG answers | $3.92 < $0.01 per request | 5K input tokens (query + 4 retrieved chunks of ~1K each) and a 500-token answer. Typical SaaS knowledge-base bot. |
Support ticket triage per 10,000 tickets | $7.84 < $0.01 per request | 1K input tokens (ticket body + system prompt) and a 100-token JSON classification reply. High-volume customer support. |
Data extraction per 1,000 documents | $2.24 < $0.01 per request | 2K input tokens (a single document page) and a 500-token JSON extraction. ETL / invoice / form pipelines. |
Code review per 1,000 PRs | $6.72 < $0.01 per request | 8K input tokens (diff + surrounding files) and a 1K-token review comment. PR-bot workloads. |
Agent step per 1,000 steps | $8.06 < $0.01 per request | 12K input tokens (long-running tool history) and a 600-token tool-call decision. Cost per agent step. |
Детализация цен
Рекомендованная цена от zenmux · inclusionai/ring-1t
Доступна у 1 провайдеров
| Провайдер | ID модели провайдера | Вход / 1M | Выход / 1M | Контекст | Выпуск |
|---|---|---|---|---|---|
| ZenMux zenmux | inclusionai/ring-1t | $0.560 | $2.24 | 128K | 2025-10-12 |
Frequently asked questions
How much does Ring-1T cost?
Ring-1T costs $0.560 per 1M input tokens and $2.24 per 1M output tokens, sourced from zenmux. Cache reads, audio tokens and >200K-context tiers (where applicable) are listed in the Pricing detail block above.
What is the context window of Ring-1T?
Ring-1T has a context window of 128K tokens, with a max output of 64K tokens per reply. This is the total combined size of prompt + completion.
Does Ring-1T support tool calling?
Yes. Ring-1T supports tool calling (function calling). This makes it suitable for production agent and automation workloads where the model has to invoke external functions reliably.
Does Ring-1T support structured output / JSON mode?
Support for structured output / JSON-schema-constrained decoding is not reported for Ring-1T in our data source. Verify with zenmux's official documentation before relying on it in production.
Can Ring-1T accept image input?
No. Ring-1T only accepts text as input. If you need image input, see our /capabilities/vision list for current vision-capable models.
Is Ring-1T open-weight?
No. Ring-1T is a proprietary model — only zenmux (and any approved hosting partners) can serve it. The pricing above reflects the cheapest API access.
What are the best alternatives to Ring-1T?
If Ring-1T doesn't fit, consider Ling-1T, KAT-Coder-Pro-V2, Agnes 1.5 Lite. Each one targets the same use case — see the Related links below for direct head-to-head pages.
Where does this data come from?
All numbers come from the public models.dev API and are normalised into a single canonical model record. We re-pull daily and write any changes (price, context, capability) to the /changelog page.
Explore more
More zenmux models
- Ling-1T$0.56 in / $2.24 out
- KAT-Coder-Pro-V2$0.30 in / $1.20 out
- Agnes 1.5 Lite$0.12 in / $0.60 out
- Agnes 1.5 Pro$0.16 in / $0.80 out
- Hy3 preview$0.17 in / $0.57 out
Capability lists this model is in
Последнее обновление:
Data is sourced from models.dev and normalized for comparison. Prices and capabilities may change. Always verify critical production decisions with the provider's official documentation.