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ling-2.6-1t

misc·misc/ling-2.6-1t·GA·Closed·ling series
Inclusion AI ling-2.6-1t

ling-2.6-1t by misc is currently listed from a single provider. Its reference price is $0.30 per 1M input tokens and $2.50 per 1M output tokens.

Artificial Analysis rates it 17 on the Intelligence Index. Against its lowest blended price of $0.85 per 1M, that is roughly 20 index points per dollar, which is the value ratio the leaderboards rank on.

The context window is 262,144 tokens, with an output limit of 262,144 tokens. It supports tool use.

Specs & pricing

Input / output per 1M tokens
Reference price·Requesty
$0.30 / $2.50
Blended $0.85 · Cache read —
Lowest paid·RequestyGateway
$0.30 / $2.50
Blended $0.85
Context
262,144
Output limit
262,144
Knowledge cutoff
—
Released / updated
2026-04-23 / 2026-04-23
Capabilities
Reasoning✓ Tool useStructured output? TemperatureAttachments
Modalities
Text

Quality & performanceArtificial Analysis · Intelligence Index v4.3

Intelligence17
Value20
Coding—
Agentic—
Output speed—
TTFT—
Value formulaIQ 17 ÷ min blended $0.850 = 20

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

Available at 1 providers1 with public prices

ProviderTierInputOutputCache readCache writeContextOutput limitStatus
RequestyGateway$0.30$2.50——262,144262,144

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.

Your usage cost

1Requesty$185.00
The cheapest paid channel is the only channel.

Price historyone sample accumulated per data sync

Input list $0.30Output list $2.50Min blended $0.85

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

Artificial Analysis evaluations6 items

GPQA Diamond75.2%
Humanity's Last Exam8.7%
Terminal-Bench Hard31.1%
τ²-Bench Telecom89.8%
AA-LCR41.7%
IFBench56.9%

Individual evaluations run by Artificial Analysis, on the same reasoning tier as the intelligence score above. Each benchmark has its own task set and harness, so rows are not comparable with one another. The Intelligence Index above draws on a different, newer set of evaluations.

Related models

inLing 3.1 Flashsame series$0.075 / $0.22inLing 3.1 Flash (Free)same series$0 / $0Ling 3.1 Flash (NovitaAI)same series$0 / $0Qwen3 VL 30B A3B Instructcheaper alternative$0.29 / $1.00Qwen3 30B A3B Instruct 2507cheaper alternative$0.30 / $0.50Gemma 3 12B ITcheaper alternative$0.27 / $0.27Codestral 25.08cheaper alternative$0.30 / $0.90
Data partly from models.dev (MIT) · Requesty official docs ↗