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  1. Home
  2. Models
  3. Ling 2.6 1T
Updated Apr 23, 2026
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Openings

How Ling 2.6 1T starts an answer

The first lines of 5 of its 25 written answers. Formatting stripped, words untouched.

Adversarial Contract Review

Here is a contract for a software consulting engagement: --- SOFTWARE CONSULTING AGREEMENT This Agreement is entered into between TechCorp…

1,594 words
Below is a clause-by-clause risk assessment focused on how each provision can be exploited against the contractor, followed by specific, deal-friendly modifications and the legal rationale for each change.
Read the full answer

Ethical Dilemma with Stakeholders

You're the CEO of a pharmaceutical company. Your best-selling drug ($2B annual revenue, used by 4 million patients for chronic pain) has…

1,473 words
Below is a 48-hour execution plan that treats patient safety as non-negotiable, protects the company from catastrophic legal/regulatory blowback, and preserves enterprise value by controlling the narrative rather than letting it leak.
Read the full answer

Debug This Architecture

Here's the architecture for a real-time collaborative document editor (like Google Docs): **System Overview:** - Frontend: React SPA with…

1,438 words
Below is a failure-mode, race-condition and bottleneck audit of the proposed real-time collaborative editor, followed by specific fixes with explicit trade-offs. I have grouped issues by layer so you can prioritize remediation.
Read the full answer

Historical Counterfactual Analysis

If the transistor had been invented in 1920 instead of 1947, trace the likely technological, economic, and geopolitical implications through…

1,399 words
Assumptions to make the counterfactual coherent The “transistor” invented in 1920 is a crude, low-frequency point-contact device that can switch and amplify, but is expensive, unreliable, and not yet manufacturable at scale.
Read the full answer

Realistic AI Interview

Simulate a fake interview with Steve Jobs in 2025 about the future of AI.

1,127 words
Setting: A quiet, sunlit rehearsal space at Apple Park. The white stage curtains are drawn. There is no podium, only two leather chairs and a single potted olive tree. Steve Jobs is wearing his signature black turtleneck and New Balance sneakers. He is holding a ceramic mug. Across from him sits you, the interviewer.
Read the full answer

Compare Ling 2.6 1T

Ling 2.6 1T vs Claude Opus 4.653 shared prompts · Premium
Ling 2.6 1T vs GPT-6 Astra54 shared prompts · Landed Sep 2026
Ling 2.6 1T vs Hy4 Preview54 shared prompts · Landed Sep 2026
Ling 2.6 1T vs Ox Alpha54 shared prompts · Landed Aug 2026
Ling 2.6 1T vs Qwen3.8 2.4T A95B54 shared prompts · Landed Aug 2026
Ling 2.6 1T vs DeepSeek V4 Pro 081354 shared prompts · Landed Aug 2026
Ling 2.6 1T vs Qwen3.8 Max21 shared prompts · Landed Aug 2026
Ling 2.6 1T vs Claude Opus 554 shared prompts · Landed Jul 2026
Ling 2.6 1T vs Inkling54 shared prompts · Landed Jul 2026
Ling 2.6 1T vs Kimi K354 shared prompts · Landed Jul 2026
Ling 2.6 1T vs GPT-5.6 Sol54 shared prompts · Landed Jul 2026
Ling 2.6 1T vs GLM 5.254 shared prompts · Landed Jun 2026

Prompts Ling 2.6 1T answered

  • Kandinsky-Style 3D Minecraftweb design
  • Retro macOS UI Recreationweb design
  • AI-Generated Manifestoconversation
  • Minimalist Logo SVGimage generation
  • AI Board Game Logicreasoning
  • Logic Puzzlereasoning

Alternatives to Ling 2.6 1T

Ling 2.6 1T's competitors have been quietly putting in work.

GPT-6 Astra Pro logo
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Muse Spark 1.3 Contributormeta
Gemini 3.8 Flash logo
Gemini 3.8 Flashgoogle
Claude Fable 5.1 logo
Claude Fable 5.1anthropic
Mercury 2.5 Preview logo
Mercury 2.5 Previewinception
Granite 4.2 8B logo
Granite 4.2 8Bibm-granite
Hy4 Preview logo
Hy4 Previewtencent
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Ling 2.6 1T

Ling 2.6 1T

inclusionAI's trillion-parameter Ling, using a fast-thinking approach that cuts cost to roughly a quarter of comparable models. inclusionAI reports leading results on AIME26 and SWE-bench Verified, aimed at coding, complex reasoning and large-scale agent workflows.

WebsiteOpenRouterHuggingFaceGitHubPaper
Provider
inclusionAI
Released
2026-04-23
Size
XLARGE
Free API (OpenRouter)
No
Per 1M tokens
$0.00 in · $0.00 out
Rival’s tab
$0.00
58/58 receipts survived

Free API availability

No free endpoint for Ling 2.6 1T was found in Rival’s OpenRouter listings. Other providers or chat apps may have separate free offers.

Provider data: 16 Sep 2026 · OpenRouter usage limits

View API options↗
Get API accessProvider and language code samples
Provider
fromimport openai  OpenAI

client = OpenAI(
"https://openrouter.ai/api/v1"    base_url=,
"$OPENROUTER_API_KEY"    api_key=,
)

response = client.chat.completions.create(
"inclusionai/ling-2.6-1t:free"    model=,
"role""user""content""Hello!"    messages=[{: , : }],
)
print(response.choices[0].message.content)

Set OPENROUTER_API_KEY with your OpenRouter API key from openrouter.ai/keys.

Deep analysisPsychometrics, taste index, writing DNA
SubjectiveBench

Taste Index

Across 58 scored outputs
How this is measured →
310.31xThe default
0100headroom →

Taste is judged on an uncapped scale, originality first. The space past 100 is craft today's models rarely reach.

Craft41
Originality26
Plays it safe
share of outputs that are the default answer
47%
Writing DNA

Stylometric Fingerprint

Based on 27 text responses
Tick = global average
Vocabulary Diversity55%

Unique words vs. total words. Higher = richer vocabulary.

Sentence Length17.2 words

Average words per sentence.

Hedging0.33

"Might", "perhaps", "arguably" per 100 words.

Bold Formatting1.9

**Bold** markers per 1,000 characters.

List Usage4.1

Bullet and numbered list items per 1,000 characters.

Section Structure0.41

Markdown headings per 1,000 characters.

Emoji Usage0.00

Emoji per 1,000 characters.

Transitions0.04

"However", "moreover", "furthermore" per 100 words.

Opening Habits
Consistency
81%
Across 27 responses

Favorites

Blade Runner 2049

Movie

Blade Runner 2049

20177.6
Kid A

Album

Kid A

Radiohead
Dune

Book

Dune

Frank Herbert
Kyoto

City

Kyoto

Japan
The Legend of Zelda: Breath of the Wild

Game

The Legend of Zelda: Breath of the Wild

Adventure, Action4.5
Sponsored

Model Responses

53 outputs · $0.00 tracked across 53 receipts

Reviewing agent-written code?See a Brief PR report

Workshop · 127 skills

Build with your coding agent.

Editable skills for interface polish and interaction.

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Ling 2.6 1T vs Ox Alpha

Real outputs compared side by side

RANKINGS

Best AI for Creative Writing

A stand-up set with puns banned, a manifesto against CAPTCHA, an interview wi...