Models/InclusionAI/Ling 2.6 1T

Ling 2.6 1T

Previous InclusionAI 1T. Official MIT repo inclusionAI/Ling-2.6-1T (OR hugging_face_id is empty; we opened that repo). AA 27. OpenRouter $0.075 / $0.625. ring-2.6-1t is also live and stays lineage. No DeepSWE or vals row.

01

Identity

262,144Context in
32,768Context out
2026-04-23 (OpenRouter created 1776948238)Released
OpenWeights
Canonical name
Ling 2.6 1T
Aliases
ling-2.6-1t, inclusionai/ling-2.6-1t
Continuum hosted id
Not listed as a Continuum hosted id
OpenRouter slug
inclusionai/ling-2.6-1t
Hugging Face
inclusionAI/Ling-2.6-1T
Modalities
text
Open weights Not on Continuum host list Vendor lab

Open MIT weights. Catalog hugging_face_id is empty; the official repo this cluster opened is inclusionAI/Ling-2.6-1T. $0.075 / $0.625, cache read $0.015 /M, 262,144 / 32,768, created unix 1776948238.

Ling 3.0 Flash is the ranking-week InclusionAI card. The owner named ling-2.6-1t first as the real second.

02

Should I use this for coding agents

Use 2.6 1T when you want this official previous 1T. AA Intelligence Index 27. We do not invent a DeepSWE percent. Hub API 19 Aug 2026: 508 likes, 1,043 downloads.

DeepSWE

No official DeepSWE mini-swe-agent row for this identity on the public board we fetched.

omitted, not invented as of 2026-08-13 source
Artificial Analysispublished integer
27
bench
Artificial Analysis
version
Intelligence Index
harness
published integer
metric
Intelligence Index
value
27
independent as of 2026-08-19 source
Vals Index

We did not open a vals.ai card for this identity. Chip omitted.

omitted, not invented as of 2026-08-19 source

Ranked view: Best coding models: the independent leaderboard puts this row and every other card that carries an independent coding score on one board, with the confidence intervals left visible.

Named benches, printed only

Copied from AA or vals HTML we opened. 0.0% placeholder bars are omitted. Do not average these into the hero tiles, and do not invent CI, $/task, or steps for Artificial Analysis.

BenchPrintedNoteSourceURLAs of
OpenRouter list pair $0.075 / $0.625 per 1M Catalog row. OpenRouter catalog source 2026-08-19
03

When not to use it

Trust this before you buy

  • Need Ling 3.0 Flash (the other card). Wanted ring-2.6-1t. That slug is live and stays lineage.
  • Need DeepSWE or vals Accuracy. Neither board printed 2.6 1T.

Plus is $25/mo with $25 weekly hosted usage. The Mac app stays free with your own keys. Get Plus is not Download for Mac.

04

Artifact and Hugging Face downloads

Artifact

SPDX / license
MIT
Total params
HF safetensors.total: 1,025,657,871,744 stored tensors
Repo size
HF API usedStorage 1,041,859,543,922 bytes
HF created
2026-04-29T03:19:36Z
Official HF repo
inclusionAI/Ling-2.6-1T
HF downloads
1,043
HF likes
508

Community quants: Community quants are community.

OpenRouter hugging_face_id is empty. This repo is the official one we opened, not a second invented path.

Official weights

This is the model repo, not Download for Mac. Downloads and likes from the Hugging Face API on 2026-08-19.

05

Continuum serving

Not listed as a Continuum hosted id. OpenRouter inclusionai/ling-2.6-1t.

Continuum hosted id not on the host list

We list first-party and OpenRouter, plus Continuum only when the live public allowlist named the id. This is not a 15-host routing table.

06

Economics

OpenRouter catalog 19 Aug 2026: $0.075 / $0.625, cache read $0.015 /M. No DeepSWE $/task.

Price this model Opens the pricing calculator preloaded with Ling 2.6 1T.

Artificial Analysis Intelligence Index 27, fetched 19 Aug 2026.

07

Provenance

ClaimSourceAs of
OR catalog $0.075 / $0.625, cache $0.015, 262,144 / 32,768, created 1776948238, hugging_face_id emptyOpenRouter catalog2026-08-19
AA Index 27Artificial Analysis Ling 2.6 1T2026-08-19
HF likes 508; downloads 1,043; usedStorage 1,041,859,543,922; safetensors.total 1,025,657,871,744; MIT; created 2026-04-29T03:19:36ZHugging Face API2026-08-19
OpenRouter id inclusionai/ling-2.6-1t, context 262,144OpenRouter /api/v1/models2026-08-19
HF downloads 1,043Hugging Face API inclusionAI/Ling-2.6-1T2026-08-19
08

Compare, FAQ, and Get Plus

No other card in this cluster shares a published DeepSWE official row we can put next to this one. We will not compare on vendor-blog numbers.

Continue through InclusionAI's model family with Ring-2.6-1T.

FAQ

Why is OpenRouter hugging_face_id empty?

The 19 Aug catalog leaves it blank. The official repo this cluster opened is inclusionAI/Ling-2.6-1T. Do not invent a second repo.

Why does the lab blog disagree with DeepSWE or Scale?

Lab posts pick a harness, an effort, a split, and sometimes a private eval set. DeepSWE publishes the official mini-swe-agent row with cost, tokens, and steps. Scale SWE-bench Pro only counts when the public shared-harness board has a row we can fetch. A higher lab number is usually a different test, not a better one.

OpenAI-compatible call

No Continuum hosted id is verified for this model, so this page does not invent a curl target. Use the first-party API or the OpenRouter slug inclusionai/ling-2.6-1t.

Plus is $25/mo with $25 weekly hosted usage. The Mac app stays free with your own keys. Get Plus is not Download for Mac.