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Modelby Aion Labs

Aion 3.5 Mini

Aion 3.5 Mini is a compact hosted model from Aion Labs with a standout 262,144-token context window for long-document, coding, and general text workflows. Its main appeal is bringing extended-context capability to a smaller Aion 3.5 variant, though details such as pricing, output limits, benchmarks, and licensing should be verified before production use.

Provider
Aion Labs
Released
Sep 23, 2026
Context
262K tokens
Weights
Closed
Pricing
$/M in
$/M out

Capabilities

  • Text Generation
  • Reasoning
  • Code Generation
  • Long Context

Best For

  • Cost Efficient Chat
  • Coding Assistance
  • Document Analysis
  • Agentic Workflows

Overview

Aion 3.5 Mini is a hosted, smaller-format model from Aion Labs in the Aion 3.5 family, released on 2026-09-23 and made available through OpenRouter. Its standout specification is a very large 262,144-token context window, which positions it as a compact model for workflows that need to ingest long documents, sizeable codebases, extended chat histories, logs, specifications, or multi-file project context without immediately resorting to chunking.

The “Mini” positioning suggests a model designed for practical throughput and accessibility rather than maximum frontier-scale performance. For teams that need general-purpose text generation, coding help, summarization, analysis, and long-context reasoning in a hosted API setting, Aion 3.5 Mini aims to provide a lighter member of the Aion 3.5 lineup while preserving one of the family’s most important capabilities: extended-context processing.

Key capabilities

Aion 3.5 Mini supports text generation, reasoning, code generation, and long-context workflows. In practice, this makes it suitable for drafting and rewriting technical prose, answering questions over long source materials, generating or refactoring code, explaining errors, comparing documents, producing structured summaries, and maintaining continuity across long conversations.

The 262K-token context window is especially relevant for tasks such as reading large policy documents, analyzing repositories, reviewing lengthy transcripts, or synthesizing information from multiple technical artifacts. Long context can reduce the need for aggressive summarization pipelines and can help preserve nuance that might otherwise be lost when inputs are split into smaller fragments.

Technical specifications

  • Provider: Aion Labs
  • Model family: Aion 3.5
  • Model variant: Mini / compact hosted variant
  • Release date: 2026-09-23
  • Availability: Hosted via OpenRouter
  • Context window: 262,144 tokens
  • Modalities: Text input and text output are indicated; no image, audio, or video capability is specified in the provided model information
  • Max output tokens: Not specified in the provided description; users should verify the current OpenRouter model card for the active limit
  • Pricing: Not specified in the provided description; pricing should be checked on OpenRouter, where routing and provider availability may change
  • Weights and license: No open-weight release or license is indicated; it should be treated as a hosted/proprietary model unless Aion Labs publishes weights or licensing terms separately

Strengths and benefits

The main benefit of Aion 3.5 Mini is its combination of compact-model positioning and very large context capacity. Many smaller models are attractive for cost or latency reasons but have limited context windows; Aion 3.5 Mini’s 262K context gives it a broader working memory for document-heavy and code-heavy use cases. It may be particularly useful where the goal is not necessarily maximum benchmark performance, but reliable handling of large inputs with reasonable general reasoning and coding ability.

For developers, the model’s coding capability and long context can support tasks like multi-file code explanation, patch drafting, API migration planning, test generation, and architectural review. For knowledge workers, it can assist with long-form summarization, contract or research review, and synthesis across large bodies of text.

Limitations and caveats

As a Mini model, Aion 3.5 Mini may not match larger Aion 3.5 variants or leading frontier models on difficult reasoning, complex code synthesis, mathematical problem solving, or highly specialized domain tasks. A large context window also does not guarantee perfect recall: models can still overlook details, over-weight recent information, or produce plausible but incorrect conclusions. Users should validate outputs carefully, especially for production code, legal interpretation, medical information, security review, or financial analysis.

Public information provided here does not include benchmark scores, output limits, pricing, safety behavior, training data details, or an open-weight license, so buyers should evaluate it directly against their target workloads.

Comparison

Compared with larger Aion 3.5 models, Aion 3.5 Mini is best understood as the more compact option: likely preferable when efficiency and accessibility matter, while larger siblings may remain stronger for the hardest reasoning or generation tasks. Against other long-context models from major providers, its key differentiator is the pairing of a 262K-token window with a smaller hosted profile, though real-world ranking depends on latency, cost, accuracy, and coding quality in evaluation.

Vibgrate CLI

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Replay
demo@vibgrate — bash
❯ npx @vibgrate/cli scan
 
╭──────────────────────────────────────────╮
│ Vibgrate Drift Report │
╰──────────────────────────────────────────╯
 
── node-turborepo (node) .
Runtime: >=18.0.0 (6 majors behind)
Frameworks:
Turbo: 1.13.4 → 2.11.2 (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: 5.103.2 → 5.103.2 (current)
React: 18.3.1 → 19.3.0 (1 behind)
React DOM: 18.3.1 → 19.3.0 (1 behind)
TypeScript: 5.9.3 → 7.0.2 (2 behind)
Vite: 5.4.21 → 8.3.0 (3 behind)
Dependencies:
3 current 9 1-behind 3 2+ behind 4 unknown
 
── @repo/api (node) apps/api
Frameworks:
Express: 4.22.3 → 5.2.1 (1 behind)
TypeScript: 5.9.3 → 7.0.2 (2 behind)
Vitest: 1.6.1 → 5.0.1 (4 behind)
Dependencies:
7 current 4 1-behind 4 2+ behind 4 unknown
 
── @repo/web (node) apps/web
Frameworks:
Next.js: 14.2.35 → 16.3.5 (2 behind)
React: 18.3.1 → 19.3.0 (1 behind)
React DOM: 18.3.1 → 19.3.0 (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 → 7.10.0 (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 → 19.3.0 (1 behind)
TypeScript: 5.9.3 → 7.0.2 (2 behind)
React: 18.3.1 → 19.3.0 (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 → 5.0.1 (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)
✖ Node.js runtime ">=18.0.0" reached end-of-life on 2025-04-30 (latest: 24.0.0).
vibgrate/runtime-eol in .
⚠ TypeScript is 2 major versions behind (current: 5.9.3, latest: 7.0.2).
vibgrate/framework-major-lag in .
✖ 60% of dependencies are 2+ major versions behind in node-turborepo.
vibgrate/dependency-rot in .
✖ @types/node is 6 major versions behind (spec: ^20.11.0, latest: 26.6.2).
vibgrate/dependency-major-lag in .
⚠ TypeScript is 2 major versions behind (current: 5.9.3, latest: 7.0.2).
vibgrate/framework-major-lag in apps/admin
✖ Vite is 3 major versions behind (current: 5.4.21, latest: 8.3.0).
vibgrate/framework-major-lag in apps/admin
✖ vite is 3 major versions behind (spec: ^5.0.12, latest: 8.3.0).
vibgrate/dependency-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
✖ Vitest is 4 major versions behind (current: 1.6.1, latest: 5.0.1).
vibgrate/framework-major-lag in apps/api
✖ @types/node is 6 major versions behind (spec: ^20.11.0, latest: 26.6.2).
vibgrate/dependency-major-lag in apps/api
✖ vitest is 4 major versions behind (spec: ^1.2.1, latest: 5.0.1).
vibgrate/dependency-major-lag in apps/api
⚠ Next.js is 2 major versions behind (current: 14.2.35, latest: 16.3.5).
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
✖ @types/node is 6 major versions behind (spec: ^20.11.0, latest: 26.6.2).
vibgrate/dependency-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
✖ 56% of dependencies are 2+ major versions behind in @repo/config.
vibgrate/dependency-rot in packages/config
✖ eslint-plugin-react-hooks is 3 major versions behind (spec: ^4.6.0, latest: 7.1.1).
vibgrate/dependency-major-lag in packages/config
⚠ Prisma is 2 major versions behind (current: 5.22.0, latest: 7.10.0).
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
✖ 75% of dependencies are 2+ major versions behind in @repo/database.
vibgrate/dependency-rot in packages/database
⚠ TypeScript is 2 major versions behind (current: 5.9.3, latest: 7.0.2).
vibgrate/framework-major-lag in packages/types
✖ 100% of dependencies are 2+ major versions behind in @repo/types.
vibgrate/dependency-rot 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
✖ Vitest is 4 major versions behind (current: 1.6.1, latest: 5.0.1).
vibgrate/framework-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 (spec: ^1.2.1, latest: 5.0.1).
vibgrate/dependency-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 → 24.0.0 (6 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 → 5.0.1 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 → 5.0.1 (4 majors behind)
./packages/utils
Vitest: 1.6.1 → 5.0.1 (4 majors behind)
./apps/admin
Vite: 5.4.21 → 8.3.0 (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 → 7.10.0 (2 majors behind)
prisma: 5.22.0 → 7.10.0 (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: ██████▌░░░░░░░░░░░░░ 33
EOL Risk: ████████████████████ 100
 
Scanned at 2026-09-21T12:33:26.719Z · 5.6s · 286 files scanned · 56 workspace files · 27 dirs
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