inclusionAI: Ring-2.6-1T
Context
262K
Max output
n/a
Serving providers
0
Cheapest input
n/a /1M
Benchmarks
independent evaluations · source: Artificial Analysis and Hugging Face leaderboardsSpeed & latency
Output speed
121 t/s
tokens / second
Time to first token
3.86s
latency
Headline indices
Individual benchmarks · click a row for effort variants
| Benchmark | Best score | Effort | Cost / task | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AIME 2026 | 96% | default | — | |||||||||||||||||
| Automation Bench | 0.0 | default | — | |||||||||||||||||
| CritPt | 4% | default | — | |||||||||||||||||
| EvalComputeProxyFrozen Aug 18, 2026 | 2390.3 | default | — | |||||||||||||||||
| GDPval v2Frozen Aug 18, 2026 | 922.3 | default | — | |||||||||||||||||
| ||||||||||||||||||||
| GPQA Diamond | 86% | default | — | |||||||||||||||||
| Humanity's Last Exam | 22% | default | — | |||||||||||||||||
| IFBench | 45% | default | — | |||||||||||||||||
| Long-Context Reasoning | 70% | default | — | |||||||||||||||||
| Omniscience | -37.7 | default | — | |||||||||||||||||
| Omniscience Accuracy | 0.3 | default | — | |||||||||||||||||
| Omniscience Non Hallucination | 0.1 | default | — | |||||||||||||||||
| SciCode | 45% | default | — | |||||||||||||||||
| SWE-bench Verified | 74% | default | — | |||||||||||||||||
| Terminal Bench40 | 0.0 | default | — | |||||||||||||||||
| ||||||||||||||||||||
| TerminalBench Hard | 29% | default | — | |||||||||||||||||
| TerminalBench v2.1 | 43% | default | — | |||||||||||||||||
| ||||||||||||||||||||
| τ-bench Banking | 18% | default | — | |||||||||||||||||
| τ²-bench | 92% | default | — | |||||||||||||||||
Artificial Analysis last published scores for this benchmark on Sep 9, 2026. Scores here are frozen at that date, and models released since are not on it.
Artificial Analysis last published scores for this benchmark on Aug 18, 2026. Scores here are frozen at that date, and models released since are not on it.
Pricing by serving provider
availabilityNo public price yet. Not offered on-demand at any tracked provider.
Price history
listed seller prices, input and output per 1M tokens Input Output
Price history is accruing. We record a point each day a listed seller price changes; the full backfill lands shortly.
Frequently asked questions
inclusionAI: Ring-2.6-1T pricing, context and availabilityWhat is the context window of inclusionAI: Ring-2.6-1T?
inclusionAI: Ring-2.6-1T accepts up to 262K tokens of context.
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