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InclusionAI

Ring-2.6-1T

ReasoningOpen weightsHugging Face
Intelligence
16.6
Rank 292 of 747 measured models
Coding
42.8
Rank 150 of 298 measured models
Output speed
117 t/s
Rank 150 of 405 measured models
Price/1M
$0.85
Rank 351 of 664 measured models
Context window
262K
Rank 460 of 1207 measured models
Cost per task
$0.287
Rank 85 of 196 measured models

Ring-2.6-1T scores 16.6 on the Artificial Analysis Intelligence Index, ranking 292nd of 747 measured models. The closest models on this index are Gemma 4 26B A4B (16.7), Claude 4 Opus (16.6), and Step 3.5 Flash (16.6). At $0.85 per million tokens (3:1 input/output blended price), it is cheaper than Claude 4 Opus ($30), more expensive than Gemma 4 26B A4B ($0.175) and Step 3.5 Flash ($0.15). With an output speed of 117 t/s, it is faster than Gemma 4 26B A4B (62.7 t/s), slower than Step 3.5 Flash (127 t/s).

Artificial Analysis Indices
Intelligence16.6
Rank 292 of 747 measured models
Coding42.8
Rank 150 of 298 measured models
Agentic10.7
Rank 119 of 190 measured models
Capability indexes
Performance in specific industries, measured by Artificial Analysis
Finance & Accounting15.3
Rank 172 of 222 measured models
Strategy & Ops10.9
Rank 175 of 222 measured models
Legal16.3
Rank 175 of 222 measured models
Engineering19.5
Rank 166 of 221 measured models
Economics21.9
Rank 181 of 229 measured models
Standard Benchmarks
GPQA Diamond85.7%
Rank 128 of 620 measured models
HLE21.6%
Rank 212 of 667 measured models
SciCode45.0%
Rank 147 of 234 measured models
IFBench44.6%
Rank 222 of 450 measured models
AA-LCR70.0%
Rank 219 of 578 measured models
TerminalBench Hard28.8%
Rank 124 of 432 measured models
Terminal-Bench 2.143.1%
Rank 142 of 245 measured models
Terminal-Bench v40.5%
Rank 137 of 221 measured models
Models at a similar level
The closest models on the Intelligence Index, one configuration per family.

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