CodeFuse 蚂蚁CodeFuse vs Crawl4AI vs Helicone 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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CRA Crawl4AI Open-source Python crawler that turns web pages into clean, LLM-ready... Visit |
Helicone
LLM observability via drop-in proxy
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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 | 8 / 10 | 7.6 / 10 | 6.4 / 10 |
| Capability | — | |||
| Value for money | — | |||
| Ease of use | — | |||
| ASEAN readiness | — | |||
| API quality | — | |||
| Pricing | Open Source | Free | Open Source | Freemium |
| Free tier | — | Fully free and open source (Apache-2.0); self-host as a Python library or Docker server. A hosted Cloud API is in closed beta with no published pricing. | — | 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 | — | — | — | 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 | — | 2023 | 2023 |
| Maker | — | — | — | 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... |
Crawl4AI is for turning websites into LLM-ready data without paying a scraping API. It fetches pages through a real Playwright browser, strips the noise, and emits clean Markdown or structured JSON — with CSS, XPath, or... |
Helicone is a developer-focused observability platform for LLM apps, providing request logging, tracing, cost and latency tracking, caching, and prompt management with a one-line proxy or async integration. It is open-so... |
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.