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Modelby Baidu

ERNIE Light DT 1.0 Intl

Baidu’s ERNIE Light DT 1.0 Intl is an international ERNIE text-generation model on OpenRouter with a standout 1,024,000-token context window. Its key strength is handling very large text inputs for summarization, extraction, comparison, and long-document reasoning, though pricing, max output length, and benchmark details should be verified separately.

Provider
Baidu
Released
Nov 10, 2026
Context
1.0M tokens
Weights
Closed
Pricing
$/M in
$/M out

Capabilities

  • Text Generation
  • Long Context

Best For

  • Long Context Chat
  • Document Analysis
  • General Assistance

Overview

ERNIE Light DT 1.0 Intl is a Baidu text-generation model in the international ERNIE family, made available through OpenRouter and released on 2026-11-10. Its headline differentiator is an exceptionally large 1,024,000-token context window, placing it in the class of million-token long-context models. That makes it especially notable for workloads where the model must ingest and reason over very large bodies of text without aggressive chunking, such as lengthy legal files, research corpora, technical documentation sets, product archives, transcripts, or multi-file codebases.

Capabilities and features

The model is focused on text generation and long-context understanding. In practical terms, it can support tasks such as summarizing large document collections, extracting structured information from long inputs, comparing many documents at once, drafting reports from extensive source material, and maintaining coherence across unusually large prompts. The international designation suggests that this variant is intended for broader global availability rather than being limited to a domestic deployment channel.

Its value is not only the raw context size but the workflow simplification that comes with it. A 1,024,000-token window can reduce the need for complex retrieval pipelines, manual document segmentation, or repeated prompt stitching. For users working with large-scale text, this can improve productivity and reduce the risk that relevant material is omitted before generation begins.

Technical specifications

  • Provider: Baidu
  • Model: ERNIE Light DT 1.0 Intl
  • Release date: 2026-11-10
  • Primary capabilities: Text generation, long-context processing
  • Context window: 1,024,000 tokens
  • Modalities: Text input and text output are the supported capabilities identified for this listing; no image, audio, or video modality is indicated in the provided specification.
  • Max output: Not specified in the available model description. As with most long-context models, maximum generation length may be much smaller than the input context window and should be verified on the OpenRouter model page.
  • Pricing: Not specified in the provided information; pricing and routing details should be checked directly through OpenRouter.
  • Open-weight/license: No open-weight release or permissive model license is indicated. It should be treated as an API-access model unless Baidu publishes separate weight or licensing details.
  • Availability: Listed as an international ERNIE model on OpenRouter.

Strengths and benefits

The main strength of ERNIE Light DT 1.0 Intl is its very large context capacity. For many enterprise and research use cases, this is a meaningful advantage over conventional models with smaller windows because it enables broader evidence ingestion in a single call. It may also be attractive for teams that want access to Baidu’s ERNIE model family through a model-routing platform rather than integrating directly with a single provider endpoint.

The model’s positioning as a Light variant may also appeal to users looking for long-context capability without necessarily requiring the largest or most expensive flagship reasoning model, though actual latency, quality, and price-performance should be benchmarked for the target workload.

Limitations and caveats

A million-token window does not automatically guarantee perfect attention to every detail. Long-context models can still miss facts buried deep in prompts, overemphasize recent or salient sections, or produce confident but unsupported summaries. Very large prompts may also increase latency and cost, depending on provider pricing. Because max output length, benchmark scores, safety behavior, and exact pricing are not specified here, buyers should evaluate it directly on representative tasks.

Compared with alternatives such as Google Gemini long-context models, Anthropic Claude long-context variants, or OpenAI GPT-family models with extended context, ERNIE Light DT 1.0 Intl’s standout feature is its stated 1,024,000-token window on OpenRouter. However, model choice should also consider reasoning quality, multilingual performance, tool support, output limits, latency, and reliability, not context size alone.

For software maintenance, the large context window can be useful for reviewing extensive changelogs, dependency manifests, and version histories together, but this is a secondary application rather than the model’s core identity.

Vibgrate CLI

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Replay
demo@vibgrate — bash
❯ npx @vibgrate/cli scan
 
╭──────────────────────────────────────────╮
│ Vibgrate Drift Report │
╰──────────────────────────────────────────╯
 
── node-turborepo (node) .
Runtime: >=18.0.0 (8 majors behind)
Frameworks:
Turbo: 1.13.4 → 2.11.10 (1 behind)
TypeScript: 5.9.3 → 7.0.2 (2 behind)
Dependencies:
1 current 1 1-behind 3 2+ behind 1 unknown
 
── @repo/admin (node) apps/admin
Frameworks:
TanStack Query: 5.107.1 → 5.107.1 (current)
React: 18.3.1 → 19.3.1 (1 behind)
React DOM: 18.3.1 → 19.3.1 (1 behind)
TypeScript: 5.9.3 → 7.0.2 (2 behind)
Vite: 5.4.21 → 8.3.8 (3 behind)
Dependencies:
3 current 9 1-behind 3 2+ behind 4 unknown
 
── @repo/api (node) apps/api
Frameworks:
Express: 4.22.3 → 5.3.0 (1 behind)
TypeScript: 5.9.3 → 7.0.2 (2 behind)
Vitest: 1.6.1 → 5.1.0 (4 behind)
Dependencies:
7 current 4 1-behind 4 2+ behind 4 unknown
 
── @repo/web (node) apps/web
Frameworks:
Next.js: 14.2.35 → 16.4.6 (2 behind)
React: 18.3.1 → 19.3.1 (1 behind)
React DOM: 18.3.1 → 19.3.1 (1 behind)
TypeScript: 5.9.3 → 7.0.2 (2 behind)
Dependencies:
2 current 6 1-behind 3 2+ behind 5 unknown
 
── @repo/config (node) packages/config
Frameworks:
TypeScript: 5.9.3 → 7.0.2 (2 behind)
Dependencies:
2 current 2 1-behind 5 2+ behind 0 unknown
 
── @repo/database (node) packages/database
Frameworks:
Prisma: 5.22.0 → 7.10.1 (2 behind)
TypeScript: 5.9.3 → 7.0.2 (2 behind)
Dependencies:
1 current 0 1-behind 3 2+ behind 1 unknown
 
── @repo/types (node) packages/types
Frameworks:
TypeScript: 5.9.3 → 7.0.2 (2 behind)
Dependencies:
0 current 0 1-behind 1 2+ behind 1 unknown
 
── @repo/ui (node) packages/ui
Frameworks:
React: 18.3.1 → 19.3.1 (1 behind)
TypeScript: 5.9.3 → 7.0.2 (2 behind)
React: 18.3.1 → 19.3.1 (1 behind)
Dependencies:
1 current 4 1-behind 1 2+ behind 1 unknown
 
── @repo/utils (node) packages/utils
Frameworks:
TypeScript: 5.9.3 → 7.0.2 (2 behind)
Vitest: 1.6.1 → 5.1.0 (4 behind)
Dependencies:
0 current 1 1-behind 2 2+ behind 1 unknown
 
Tech Stack
Frontend: React, React DOM
Meta-frameworks: Next.js
Bundlers: tsx, Turbo, Vite
CSS / UI: Autoprefixer, PostCSS, Tailwind CSS
Backend: Express
ORM / Database: Prisma, Prisma Client
Testing: Vitest
Lint & Format: ESLint, ESLint Prettier, ESLint React, Prettier, typescript-eslint
 
Services & Integrations
Auth: JWT 9.0.3
Databases: Prisma 5.22.0
 
TypeScript
v5.3.3 · strict ✔ · MIXED · target: ES2022
 
Build & Deploy
Package Managers: pnpm
Monorepo: npm-workspaces, pnpm-workspaces, turbo
 
Product Purpose Signals
Frameworks: react, nextjs
Evidence: 177
Top Signals:
- [heading] Dashboard (apps/admin/src/pages/Dashboard.tsx)
- [title] Revenue Overview (apps/admin/src/pages/Dashboard.tsx)
- [copy] workspace:* (packages/ui/package.json)
- [copy] ./dist (packages/ui/tsconfig.json)
- [copy] ./src/index.ts (packages/ui/package.json)
- [copy] @repo/config/tsconfig-base.json (packages/ui/tsconfig.json)
- [copy] @repo/ui (packages/ui/package.json)
- [copy] #3b82f6 (apps/admin/src/pages/Dashboard.tsx)
Unknowns:
- No pricing or billing evidence found.
- No integrations/connectors evidence found.
- No route structure evidence found.
 
Security Posture
Lockfile ✖ · .env ✔ · node_modules ✔
 
Platform
Native modules: turbo
 
Code Quality
Files: 36 · Functions: 183 · Avg complexity: 2.62 · Avg length: 21.13 lines
Max nesting: 2 · Circular deps: 0 · Dead code: 0%
God files: apps/admin/src/pages/Products (448 lines)
 
Database Schema
postgresql · 8 models · 1 enum
Models: Address, CartItem, Category, Order, OrderItem (+3 more)
 
Findings (16 errors, 11 warnings)
✖ @types/node is 6 major versions behind (spec: ^20.11.0, latest: 26.6.6).
vibgrate/dependency-major-lag in .
✖ 60% of dependencies are 2+ major versions behind in node-turborepo.
vibgrate/dependency-rot in .
✖ Node.js runtime ">=18.0.0" reached end-of-life on 2025-04-30 (latest: 26.0.0).
vibgrate/runtime-eol in .
✖ vite is 3 major versions behind (spec: ^5.0.12, latest: 8.3.8).
vibgrate/dependency-major-lag in apps/admin
✖ Vite is 3 major versions behind (current: 5.4.21, latest: 8.3.8).
vibgrate/framework-major-lag in apps/admin
✖ @types/node is 6 major versions behind (spec: ^20.11.0, latest: 26.6.6).
vibgrate/dependency-major-lag in apps/api
✖ vitest is 4 major versions behind (spec: ^1.2.1, latest: 5.1.0).
vibgrate/dependency-major-lag in apps/api
✖ Vitest is 4 major versions behind (current: 1.6.1, latest: 5.1.0).
vibgrate/framework-major-lag in apps/api
✖ @types/node is 6 major versions behind (spec: ^20.11.0, latest: 26.6.6).
vibgrate/dependency-major-lag in apps/web
✖ eslint-plugin-react-hooks is 3 major versions behind (spec: ^4.6.0, latest: 7.1.1).
vibgrate/dependency-major-lag in packages/config
✖ 56% of dependencies are 2+ major versions behind in @repo/config.
vibgrate/dependency-rot in packages/config
✖ 75% of dependencies are 2+ major versions behind in @repo/database.
vibgrate/dependency-rot in packages/database
✖ 100% of dependencies are 2+ major versions behind in @repo/types.
vibgrate/dependency-rot in packages/types
✖ vitest is 4 major versions behind (spec: ^1.2.1, latest: 5.1.0).
vibgrate/dependency-major-lag in packages/utils
✖ 67% of dependencies are 2+ major versions behind in @repo/utils.
vibgrate/dependency-rot in packages/utils
✖ Vitest is 4 major versions behind (current: 1.6.1, latest: 5.1.0).
vibgrate/framework-major-lag in packages/utils
⚠ TypeScript is 2 major versions behind (current: 5.9.3, latest: 7.0.2).
vibgrate/framework-major-lag in .
⚠ TypeScript is 2 major versions behind (current: 5.9.3, latest: 7.0.2).
vibgrate/framework-major-lag in apps/admin
⚠ TypeScript is 2 major versions behind (current: 5.9.3, latest: 7.0.2).
vibgrate/framework-major-lag in apps/api
⚠ Next.js is 2 major versions behind (current: 14.2.35, latest: 16.4.6).
vibgrate/framework-major-lag in apps/web
⚠ TypeScript is 2 major versions behind (current: 5.9.3, latest: 7.0.2).
vibgrate/framework-major-lag in apps/web
⚠ TypeScript is 2 major versions behind (current: 5.9.3, latest: 7.0.2).
vibgrate/framework-major-lag in packages/config
⚠ Prisma is 2 major versions behind (current: 5.22.0, latest: 7.10.1).
vibgrate/framework-major-lag in packages/database
⚠ TypeScript is 2 major versions behind (current: 5.9.3, latest: 7.0.2).
vibgrate/framework-major-lag in packages/database
⚠ TypeScript is 2 major versions behind (current: 5.9.3, latest: 7.0.2).
vibgrate/framework-major-lag in packages/types
⚠ TypeScript is 2 major versions behind (current: 5.9.3, latest: 7.0.2).
vibgrate/framework-major-lag in packages/ui
⚠ TypeScript is 2 major versions behind (current: 5.9.3, latest: 7.0.2).
vibgrate/framework-major-lag in packages/utils
 
╭──────────────────────────────────────────╮
│ Top Priority Actions │
╰──────────────────────────────────────────╯
 
1. Upgrade EOL runtime in node-turborepo
End-of-life runtimes no longer receive security patches and block ecosystem upgrades.
./.
>=18.0.0 → 26.0.0 (8 majors behind)
Impact: −10 drift points (runtime & EOL)
 
2. Fix security posture: no lockfile found
Without a lockfile, installs are non-deterministic. Run the install command to generate one and commit it.
./
Missing: package-lock.json, pnpm-lock.yaml, or yarn.lock
 
3. Upgrade Vitest 1.6.1 → 5.1.0 in @repo/api (+2 more)
4 major versions behind. Major framework drift increases breaking change risk and blocks access to security fixes and performance improvements.
./apps/api
Vitest: 1.6.1 → 5.1.0 (4 majors behind)
./packages/utils
Vitest: 1.6.1 → 5.1.0 (4 majors behind)
./apps/admin
Vite: 5.4.21 → 8.3.8 (3 majors behind)
Impact: −5–15 drift points
 
4. Reduce dependency rot in @repo/types (100% severely outdated)
1 of 1 dependencies are 2+ majors behind. Run `npm outdated` and prioritise packages with known CVEs or breaking API changes.
./packages/types
typescript: 5.9.3 → 7.0.2 (2 majors behind)
Impact: −5–10 drift points
 
5. Reduce dependency rot in @repo/database (75% severely outdated)
3 of 4 dependencies are 2+ majors behind. Run `npm outdated` and prioritise packages with known CVEs or breaking API changes.
./packages/database
@prisma/client: 5.22.0 → 7.10.1 (2 majors behind)
prisma: 5.22.0 → 7.10.1 (2 majors behind)
typescript: 5.9.3 → 7.0.2 (2 majors behind)
Impact: −5–10 drift points
 
╭──────────────────────────────────────────╮
│ Architecture Layers │
╰──────────────────────────────────────────╯
 
Archetype: nextjs (80% confidence)
Files classified: 24 (11 unclassified)
Folders classified: 8
apps/admin/src presentation 100% 4 files
apps/admin/src/pages presentation 100% 2 files
apps/api/src/middleware middleware 100% 2 files
apps/api/src/routes routing 100% 2 files
apps/web/src/app presentation 100% 4 files
apps/web/src/app/products presentation 100% 2 files
apps/web/src/app/products/[id] presentation 100% 1 file
packages/ui/src presentation 100% 6 files
Unclassified source (sample): 11
 
presentation 15 files drift ████████████████████ 100 risk high
routing 4 files drift ████████████████████ 100 risk high
middleware 2 files drift ███████▍░░░░░░░░░░░░ 37 risk moderate
config 2 files drift ░░░░░░░░░░░░░░░░░░░░ 0 risk none
shared 1 file drift ████████████████████ 100 risk high
 
╭──────────────────────────────────────────╮
│ DriftScore Summary │
╰──────────────────────────────────────────╯
 
DriftScore: 70/100
Risk Level: HIGH
Projects: 9
Classified: 8 nano · 1 micro · 0 small · 0 standard
Billable: 0.42 · 9 detected → 0.42 billable projects (micro-project pricing)
0.1 micro · 0.32 nano
These fractions add up across repositories, then round down to whole billable projects.
 
Score Breakdown
Runtime: ████████████████████ 100
Frameworks: ███████████▊░░░░░░░░ 59
Dependencies: ███████░░░░░░░░░░░░░ 35
EOL Risk: ████████████████████ 100
 
Scanned at 2026-11-11T10:22:38.105Z · 5.0s · 286 files scanned · 56 workspace files · 27 dirs
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