CodeFuse 蚂蚁CodeFuse vs Jina Reader vs Safetensors vs Tongyi Lingma 通义灵码
A side-by-side look at scores, pricing and features — with RECATOOLS' ASEAN-aware verdict for each.
CodeFuse 蚂蚁CodeFuse
Ant Group's AI coding assistant
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JR Jina Reader Prefix any URL with r.jina.ai and get clean, LLM-ready markdown back. Visit |
Safetensors
The model-weight format that cannot execute code when you load it
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Tongyi Lingma 通义灵码
Alibaba's AI coding assistant — rebranded Qoder CN in May 2026
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| RECATOOLS Score | 6.4 / 10 | 7.9 / 10 | 8.8 / 10 | 6.4 / 10 |
| Capability | — | |||
| Value for money | — | |||
| Ease of use | — | |||
| ASEAN readiness | — | |||
| API quality | — | |||
| Pricing | Open Source | Freemium | Open Source | Freemium |
| Free tier | — | Keyless use at 20 RPM; free API key adds 10M tokens | Free and open source (Apache 2.0) | Permanently free Individual Edition (no Agent turn cap); Individual Pro Edition is free during a limited preview period and includes up to 50 Agent conversation turns per month |
| Paid from | — | Prepaid token packs (dashboard-priced) | — | USD 32/user/month (Enterprise Dedicated Edition, minimum 100 users) |
| Has API | ✓ | ✓ | ✗ | ✗ |
| Open source | ✓ | ✓ | ✗ | ✗ |
| Free to use | ✓ | ✓ | ✗ | ✓ |
| Users | — | — | — | Over 13 million plugin downloads total by May 2025 (was 9 million by January 2025) |
| Founded | 2023 | — | 2022 | 2023 |
| Maker | — | — | Hugging Face | Alibaba Cloud (Alibaba Cloud Computing Co. Ltd., a division of Alibaba Group) |
| Verdict | CodeFuse is Ant Group's open-source family of code LLMs and agent frameworks (including DevOps-ChatBot and muAgent) aimed at the full software lifecycle, from requirements through coding, testing and operations. Its rele... |
Jina Reader is the lowest-friction way to turn live web content into LLM-ready input. It converts URLs — web pages, PDFs, Office documents, images with AI captioning — into clean markdown via a simple URL prefix, and its... |
One of the few genuinely uncomplicated wins in the ML toolchain. It removed a real remote-code-execution surface from the ordinary act of downloading a model, and it made loading faster at the same time, so nobody had to... |
This is now Qoder CN — Alibaba retired the Tongyi Lingma name on May 20, 2026 and folded the assistant into its Qoder agentic-coding line, with credit-metered pricing arriving the same day. The free-for-everyone era is o... |
| Full review → | Full review → | Full review → | Full review → |
Comparisons cover up to 4 tools. Scores are RECATOOLS editorial assessments; verify current pricing on each vendor's site.