October Model Expansion Overview
October 2025 stood out as a major "model expansion" point on JuheAPI, with three clear growth tracks:
- Large Language Models (LLM)
- Video generation APIs
- Coding-focused models
Each track saw significant capacity and capability upgrades, offering developers more options for performance, quality, and task-specific features.
New Models and Compute Updates
2.1 Early Updates
- October 7: Claude Sonnet 4.5 launched on Wisdom Gate with support for text-plus-image inputs and up to 1 million token context.
2.2 Video Models
- October 10: Sora 2 API launched without invite requirements. It now supports synchronous audio-visual video generation from text and image prompts.
- October 16: Veo 3.1 API became available, offering up to 8 seconds of high-definition short video.
- October 31: Sora 2 video interface update added queueing and detailed task logs, improving control over tuning and cost.
2.3 October 29 Batch Updates
LLM
- DeepSeek V3.2 Exp
- Gemini 2.5 Pro
- Claude Haiku 4.5 (20251001)
Video
- Veo 3.1
- Veo 3.1 Pro
- Sora 2
- Sora 2 Pro (asynchronous and high-resolution)
Coding
- GPT 5 Codex
- Qwen 3 Max
- Claude Sonnet 4.5 Thinking (20250929)
Monthly Model Summary Table
| Category | Model | Provider |
|---|---|---|
| LLM | DeepSeek V3.2 Exp | DeepSeek |
| LLM | Gemini 2.5 Pro | Google DeepMind |
| LLM | Claude Haiku 4.5 | Anthropic |
| Video | Sora 2 | JuheAPI |
| Video | Sora 2 Pro | JuheAPI |
| Video | Veo 3.1 | Veo Labs |
| Video | Veo 3.1 Pro | Veo Labs |
| Coding | GPT 5 Codex | OpenAI |
| Coding | Qwen 3 Max | Alibaba |
| Coding | Claude Sonnet 4.5 Thinking | Anthropic |
Platform Features & Developer Experience
3.1 Studio Video Page
The JuheAPI Studio now supports online creation for both Sora 2 and Veo 3.1 videos. Enhancements include:
- Task ID issuance
- Real-time logs
- Cost estimation before execution
3.2 Routing and Queuing
New asynchronous task and task queue systems allow:
- Non-blocking job submission
- Task status polling instead of synchronous waits
- Improved scalability for bulk video generation
Pricing & Strategy Insights
Transparent Video Pricing
- Sora 2 standard: ~0.12 USD for 15 seconds of video.
Video Model Pricing Range & Use Cases
Sora 2
- Lower-cost rapid prototyping
- Best for short-form content under tight budgets
Sora 2 Pro
- Higher resolution & asynchronous processing
- Suitable for premium video outputs and longer durations
Veo 3.1
- Ultra-short HD videos for marketing bursts
Veo 3.1 Pro
- Precision visuals, preferred for brand-heavy assets
Content & Community Highlights
JuheAPI showcased a Sora 2 Demo video and YouTube link demonstrating a fully API-generated piece combining text and image prompts into synchronized audiovisual output.
The changelog also provides placeholder entries for future community articles, including:
- "Best Sora 2 APIs"
- "Claude API Alternatives" These help developers discover related resources from trusted communities.
Actionable Developer Recommendations
When selecting video models on JuheAPI:
- Fast experiments: Choose Sora 2 standard
- High quality or longer duration: Opt for Sora 2 Pro or Veo 3.1 Pro
- Rapid HD bursts: Veo 3.1 for short promotional content
General Best Practices
- Use the Studio's cost estimation to manage budgets proactively.
- Rely on asynchronous job queues for large batch processing.
- Keep updated with monthly model summary tables to identify new capabilities promptly.
Conclusion
October 2025 on JuheAPI reinforced its role as a hub for scalable LLM, video, and coding services. With transparent pricing, improved developer tooling, and a broader model menu, teams can mix and match solutions according to project demands while maintaining control over costs and workflow efficiency.
Stay tuned for upcoming cross-model workflow guides that show how to chain Sora 2 videos with LLM content scripting or code-generation tasks in a single API run.