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inclusionAI: Ring-2.6-1T

inclusionAI: Ring-2.6-1T is inclusionai's model. On the un-leaked meo benchmark it ranks #8 of 22 with 56.0% accuracy and an Effective Value (๐•) of 0.0029 โ€” earning a correct answer for about $0.0052 in 59s each.

as of 2026-06-08

meo rank
#8
of 22
Accuracy
56.0%
overall
๐• index (top=100)
5.9
raw ๐• 0.0029 ยท N=10
$ / correct
$0.0052
59s each

Per-domain accuracy

Theory of mind
100%
Regex automaton
100%
CSP (unsatisfiable)
94%
Tape machine
93%
Framework bias
67%
Long arithmetic
33%
Watson-Glaser
25%
Logic / math / CS
8%
Base-rate bias
7%
State tracking
0%

Efficiency

Cost per correct
$0.0052
Seconds per correct
59
Tokens per correct
8,190
Correct answers
62 / 151
Total benchmark cost
$0.32
Avg tokens / item
3,363

Aggregated third-party benchmarks

Artificial Analysis (artificialanalysis.ai). Redistribution requires an AA commercial license.

Model details

Lab
inclusionai
Released
2026-05-08
Weights
โ€”
Context
262K
Max output
66K
Knowledge cutoff
โ€”
Price in
$0.07/M
Price out
$0.63/M
Modality
text->text

Sources: openrouter ยท artificial_analysis ยท meo

FAQ

How accurate is inclusionAI: Ring-2.6-1T?

inclusionAI: Ring-2.6-1T scores 56.0% overall on the meo benchmark (rank #8 of 22), an un-leaked private holdout graded objective-first.

What is inclusionAI: Ring-2.6-1T's Effective Value?

Its Effective Value (๐•) is 0.0029 at N=10, ฯ‰=1, ฮด=1.5 โ€” a fused metric of accuracy, speed, cost, and error-cascade. ๐• rankings shift with task depth.

How much does inclusionAI: Ring-2.6-1T cost per correct answer?

About $0.0052 per correct answer (8,190 tokens, 59 seconds each) at benchmark-time pricing via OpenRouter.

Is inclusionAI: Ring-2.6-1T open weights?

Open-weights status for inclusionAI: Ring-2.6-1T is not recorded.