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InclusionAIReleased May 8, 2026

Ring-2.6-1T

InclusionAI · Released May 8, 2026

Intelligence score

31

At a glance

Intelligence
31
Speed
136.2tokens/sec
Latency
3.23stime to first token
Input price
$0.30per 1M tokens
Output price
$2.50per 1M tokens
Context window
260Ktokens
Parameters
63billions

Summary

Comparison summary

Ring-2.6-1T scores 31 on the Artificial Analysis Intelligence Index, placing it above average among other open weight models of similar size (median: 25). Ring-2.6-1T generates output at 136.2 tokens per second (based on the median across providers serving the model), which is well above average compared to other open weight models of similar size (median: 61.7 t/s). Ring-2.6-1T costs $0.30 per 1M input tokens (very competitive, median: $0.59) and $2.50 per 1M output tokens (somewhat higher than average, median: $2.20), based on the median across providers serving the model.

Specifications

Technical specifications

Model nameRing-2.6-1T
ProviderInclusionAI
Release dateMay 8, 2026
Intelligence score31
Speed136.2 tokens/sec
Latency (TTFT)3.23s
Input price$0.30 / 1M tokens
Output price$2.50 / 1M tokens
Context window260,000 tokens
Parameters63B
ReasoningYes
Input modalitiestext
Output modalities—
Open weightsYes
LicenseMIT
API availability—
SourceModel Intelligence legacy profile: ring-2-6-1t

Pricing

Token prices

Price per 1M tokens

Ring-2.6-1T, as listed in the catalog record

Input $0.30 and output $2.50 per 1M tokens. Missing prices are hatched and marked "Not published".
  1. Input$0.30
  2. Output$2.50

Model Intelligence legacy profile: ring-2-6-1t

FAQ · 21

Frequently asked questions

Ring-2.6-1T was released on May 8, 2026.

Ring-2.6-1T was created by InclusionAI.

Ring-2.6-1T scores 31 on the Artificial Analysis Intelligence Index, placing it above average among other open weight models of similar size (median: 25).

Ring-2.6-1T generates output at 136.2 tokens per second (based on the median across providers serving the model), which is well above average compared to other open weight models of similar size (median: 61.7 t/s).

Ring-2.6-1T has a time to first token (TTFT) of 3.23s (based on the median across providers serving the model), which is at the higher end compared to other open weight models of similar size (median: 2.01s).

Ring-2.6-1T costs $0.30 per 1M input tokens (very competitive, median: $0.59) and $2.50 per 1M output tokens (somewhat higher than average, median: $2.20), based on the median across providers serving the model.

Ring-2.6-1T costs $0.30 per 1M input tokens and $2.50 per 1M output tokens (based on the median across providers serving the model). For a blended rate (7:2:1 cache hit/input/output ratio), this is $0.52 per 1M tokens. Pricing may vary by provider.

When evaluated on the Intelligence Index, Ring-2.6-1T generated 100M output tokens, which is somewhat higher than average compared to other open weight models of similar size (median: 92M).

Yes, Ring-2.6-1T is a reasoning model. It uses extended thinking or chain-of-thought reasoning to work through complex problems before providing an answer.

Ring-2.6-1T supports text input.

Ring-2.6-1T supports text output.

No, Ring-2.6-1T does not support image input. It can only process text.

No, Ring-2.6-1T is not multimodal. It only supports text input.

Ring-2.6-1T has a context window of 260k tokens. This determines how much text and conversation history the model can process in a single request.

Yes, Ring-2.6-1T is open weights. The model weights are publicly available and can be downloaded for self-hosting.

Ring-2.6-1T has 1 trillion parameters (63 billion active).

Ring-2.6-1T is a Mixture of Experts (MoE) model with 1 trillion total parameters, but only 63 billion active parameters are used during inference.

Ring-2.6-1T is released under the MIT license. This license allows commercial use.

Ring-2.6-1T achieves a score of 31 on the Artificial Analysis Intelligence Index. This composite benchmark evaluates models across reasoning, knowledge, mathematics, and coding.

Yes, Ring-2.6-1T is available via API through 1 provider.

Ring-2.6-1T is available through 1 API provider.