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Ring-1T

misc·misc/ring-1t·GA·Open weights·ring series
Reasoning model for deliberate analysis, multi-step problem solving, and tool use

Ring-1T by misc is currently listed from a single provider. No official API price is listed for it; the prices below come from third-party channels.

Artificial Analysis rates it 10.9 on the Intelligence Index. Against its lowest blended price of $1.00 per 1M, that is roughly 11 index points per dollar, which is the value ratio the leaderboards rank on.

The context window is 128,000 tokens, with an output limit of 32,000 tokens. It supports reasoning. The weights are open, so it can also be self-hosted or served through a gateway of your choice. Its training knowledge cuts off at 2024-06.

Specs & pricing

Input / output per 1M tokens
Official price
—
Lowest paid·BailingGateway
$0.57 / $2.29
Blended $1.00
Context
128,000
Output limit
32,000
Knowledge cutoff
2024-06
Released / updated
2025-10 / 2025-10
Capabilities
✓ ReasoningTool use? Structured output✓ TemperatureAttachments
Modalities
Text

Quality & performanceArtificial Analysis · Intelligence Index v4.3

Intelligence10.9
Value11
Coding—
Agentic—
Output speed—
TTFT—
Value formulaIQ 10.9 ÷ min blended $1.000 = 11

Quality is independently evaluated by Artificial Analysis. Speed/latency are model-level medians.

Available at 1 providers1 with public prices

ProviderTierInputOutputCache readCache writeContextOutput limitStatus
Bailing
Ring-1T
Gateway$0.57$2.29——128,00032,000

Sorted by blended price (input×0.75 + output×0.25) asc. The official channel always shows regardless of rank. Whether a gateway's low price is actually usable can't be verified.

Reasoning control

Upstream provides no control info

1 / 1 providers expose no reasoning control (reasoning_options: []).

Your usage cost

1Bailing$228.50
The cheapest paid channel is the only channel.

Price historyone sample accumulated per data sync

Input list —Output list —Min blended $1.00

Price history accumulates from each data sync; currently only 1 sample(s) (2026-10-23). Each future sync adds a point, and once accumulated a line is drawn here.

Related models

miring-2.6-1tsame series—
Data partly from models.dev (MIT)