Ant GroupReasoning modelAuto-detected

Ring-2.6-1T

Name: Ring-2.6-1T benchmark results
Creator: BenchLeader

Best configuration ranks #271 of 610 on the BenchLeader Index at 51.1 ±4.9. Last measured 14 May 2026. Released 14 May 2026.

Blended price: $0.850/M; $0.300 in · $2.50 out
Output speed: 119 tok/s
First answer: 21 s
Context: 262k

How it scores by categoryDashed line = average model (50). One step of 15 = one standard deviation.

Overall index51
Coding47
Agents & tools59
Knowledge46
Instruction following46
Long context61
Composite51

Benchmark results

One column per reasoning effort. Rank is among every configuration of every model on that benchmark. Hover a score for the run it came from.

Reasoning

Benchmark	default	Source
GPQA Diamond (AA)not in index	85.7%#119	Artificial Analysis
Humanity's Last Exam (AA)not in index	21.6%#152	Artificial Analysis

Coding

Benchmark	default	Source
SciCode	42.4%#97	SciCode
SciCode (AA)not in index	45.0%#92	Artificial Analysis

Agents & tools

Benchmark	default	Source
Terminal-Bench Hard	28.8%#115	Artificial Analysis
τ²-Bench Telecom (AA)not in index	92.4%#52	Artificial Analysis

Knowledge

Benchmark	default	Source
AA-Omniscience	-37.7#247	Artificial Analysis

Instruction following

Benchmark	default	Source
IFBench	44.6%#205	Artificial Analysis

Long context

Benchmark	default	Source
AA-LCR	70.0%#161	Artificial Analysis

Composite

Benchmark	default	Source
AA Intelligence Index	17.3#201	Artificial Analysis

What a task costs

Estimates from list price, output speed and time to first answer for the best configuration. “With caching” assumes three-quarters of the input is served from the prompt cache at $0.060 per 1M. Reasoning tokens are not modelled.

Workload	Tokens in / out	Cost	With caching	Time
Chat reply	400 / 300	$0.0009	$0.0008	23.1 s
Summarise a 30-page report	12,000 / 600	$0.0051	$0.0029	25.6 s
Code edit	6,000 / 1,500	$0.0056	$0.0045	33.1 s
Agentic coding session	60,000 / 4,000	$0.028	$0.017	54.1 s
Structured extraction	2,000 / 200	$0.0011	$0.0007	22.2 s