inclusionAI: Ring-2.6-1T

inclusionAI: Ring-2.6-1T

inclusionai · Released May 8, 2026 Emerging New
Intelligence #360 / 557
25.1 Our Score
AA Index #63 / 368
38.5 Artificial Analysis
Input #173 / 560
$0.075 per 1M tokens
Output #277 / 560
$0.625 per 1M tokens
Context #99 / 560
262,144 tokens

Analysis Summary

inclusionAI: Ring-2.6-1T sits in the Emerging tier on our leaderboard, ranked #360 of 557 published models on overall intelligence. At $0.075 input and $0.625 output per 1M tokens, it is among the most expensive on the market. It offers a generous context window for extended reasoning and code review and supports tool use and function calling.

Editorial notes

Ring-2.6-1T from inclusionAI has no benchmark data available, so capability cannot be verified; tool use and function calling support are noted, but a 262K context and moderate pricing cannot compensate for the absence of measured performance.

Assessed May 17, 2026

Rankings consider pricing, capabilities, benchmarks, and real-world applicability and are refreshed as new models launch. Feedback?

Performance Profile

Intelligence0Technical0Value8Content3
Intelligence 0/10
Technical 0/10
Content 3/10
Value 8/10

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..

Capabilities

Tool Use Function Calling

Performance Indices

Source: Artificial Analysis

38.5 Intelligence Index
33.3 Coding Index
60.6 Agentic Index

This model was released recently. Independent benchmark evaluations are typically completed within days of release — these figures are preliminary and are likely to be updated as testing is finalised.

Benchmark Scores

Intelligence

GPQA Diamond 85.7% Graduate-level scientific reasoning
HLE 18.3% Humanity's Last Exam
SciCode 42.4% Scientific computing

Technical

TerminalBench Hard 28.8% Agentic terminal tasks
τ²-Bench 92.4% Conversational agent benchmark

Content

IFBench 44.6% Instruction following
LCR 64.3% Long-context reasoning

Benchmark data from Artificial Analysis and Hugging Face

How does inclusionAI: Ring-2.6-1T stack up?

Compare side-by-side with other emerging models.

Compare Models

Model Information

OpenRouter ID inclusionai/ring-2.6-1t
Providerinclusionai
Release Date May 8, 2026
Context Length262,144 tokens
Max Completion65,536 tokens
Status Active

Pricing

Token Type Cost per 1M tokens Cost per 1K tokens
Input $0.08 $0.000075
Output $0.63 $0.000625

Live Performance

Live endpoint metrics — refreshed every 30 minutes.

100%
Avg Uptime
2,812ms
Best Latency (TTFT)
66 tok/s
Best Throughput
1/1
Active Endpoints
Available via: Novita

Leaderboard Categories