Novita AI Blog

Explore Ling-3.0-flash-Fin on Novita AI: a finance-enhanced 124B MoE with 256K context, 32K max output, and $0 per-million-token pricing.

Use Qwen3.8 2.4T A95B on Novita AI: an open-weight, text-only 1M-context serverless API with $2/M input pricing. See specs and fit.

Try Qwen3.8 Flash for multimodal input, a 1M-token context, and serverless pricing from $0.15/M on Novita AI. See the model ID and fit.

Yes, GLM has free API channels, but the deal differs by provider. Compare z.ai's free Flash models, OpenRouter's rate-limited tier, and GLM-4.5-Air pricing.

Anthropic does not ship its own embedding model. Compare Voyage AI, the vendor Anthropic recommends, against two OpenAI-compatible open-source alternatives you can call directly.

Learn how to use Claude Code agents, compare Roo Code alternatives, manage sessions in an agent dashboard, and keep execution safe.

Explore large language models use cases that actually matter in coding-agent systems, from repo search to safe refactors, with context and sandbox best practices.

Find the best AI coding extension for VS Code in 2026, from GitHub Copilot to Cline, Continue, Roo Code, and Claude Code-style agents.

Need a DeepSeek API key? Create one, call DeepSeek-V4 with an OpenAI-compatible client, and compare official peak/off-peak pricing with Novita's flat rate.

Looking for an E2B alternative? Compare self-hosted and managed AI agent sandboxes by isolation, control, scaling, persistence, and workflow fit.

Need a free AI image generation API with no key? See how Pollinations and Puter.js work, their limits, and when an authenticated API makes sense.

Need the Claude Code plugins docs fast? This guide explains plugins, marketplaces, namespaced commands, MCP differences, and the safest install path.

Learn how to automate tasks with AI using clear context, rules, agent plans, Novita AI models, and sandbox execution.