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inclusionAI: Ling-2.6-1T

InclusionAI·Released 2026-04-23
262K ctx

About

Ling-2.6-1T is an instant (instruct) model from inclusionAI and the company’s trillion-parameter flagship, designed for real-world agents that require fast execution and high efficiency at scale. It uses a “fast...

Pricing

Input

$0.07

per 1M tokens

Output

$0.63

per 1M tokens

Blended

$0.21

per 1M tokens

Cheaper than 68% of models. Median price is $0.54/1M tokens.

Cost Calculator

Tokens per day1M
100K100M

Daily

$0.21

Monthly

$6.38

vs. Similar Models

Hy3-preview (Non-reasoning)Q:0.0
$0.20-6%
GPT-5.2 (Non-reasoning)Q:-0.1
$4.81+2165%
StepFun: Step 3.5 FlashQ:-0.1
$0.14-33%
DeepSeek V3.1 Terminus (Reasoning)Q:+0.2
$1.91+801%

Performance

67

tokens/sec

Faster than 34% of models

1.38

seconds

Faster than 37% of models

1.38

seconds

Faster than 58% of models

Market Median

94 tok/s

29% slower

Median TTFT

1.11s

24% slower

Throughput/Dollar

313

tok/s per $/1M

Speed Comparison

GPT-5.2 (Non-reasoning)
67 tok/s+0%
Qwen3 235B A22B (Reasoning)
66 tok/s-1%
GPT-5 (minimal)
66 tok/s-1%

Context Window

262K

tokens

Larger than 62% of models

Max Output

33K

tokens

13% of context

Benchmarks

MMLU-ProNot evaluated
GPQA Diamond
75.2%
HLE
8.2%
LiveCodeBenchNot evaluated
SciCode
37.0%
TerminalBench Hard
31.1%
MATH-500Not evaluated
AIMENot evaluated
AIME 2025Not evaluated
IFBench
56.9%
Long Context Recall
34.7%
Tau2
89.8%
Market AverageTop Score

Quick Compare

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