Decide
Side by side.
Two tools, side by side, on the same six pillars. The better number in each row is picked out for you.
The verdict
Choose Qwen for developers wanting low-cost, self-hostable open-weight llms for coding and agentic workflows. Choose Claude for software engineering. Choose ChatGPT for general knowledge work.
Claude leads on security & compliance (+8) and momentum (+1). ChatGPT leads on integrations & ecosystem (+5) and maturity & reliability (+4). Claude and ChatGPT tie for the lead on capability (+8). Qwen leads on value for money (+2). Overall they sit 0.3 apart — decide by the pillar that pays your bills.
| Criteria | Qwen Alibaba Cloud | Claude Anthropic | ChatGPT OpenAI |
|---|---|---|---|
| TIP Score | 84.1Excellent | 91.0ExceptionalBest | 90.7Exceptional |
| Capability30% | 87 | 95 | 95 |
| Value for Money15% | 92 | 90 | 88 |
| Security & Compliance15% | 68 | 90 | 82 |
| Integrations & Ecosystem15% | 85 | 84 | 90 |
| Maturity & Reliability10% | 78 | 88 | 92 |
| Momentum15% | 90 | 94 | 93 |
| Category | LLMs & Assistants | LLMs & Assistants | LLMs & Assistants |
| Pricing model | Freemium | Freemium | Freemium |
| Starting price | Free (open-weight, self-hosted) / API from ~$0.05 per 1M input tokens | Free / $20 per month (Pro) | Free / $20 per month (Plus) |
| Maturity | Established | Mature | Mature |
| Pricing transparency | Public tiers + free entry | Public tiers + free entry | Public tiers + free entry |
| Enterprise readiness | Early for enterprise | Enterprise-ready | Enterprise-ready |
| Setup lift (est.) | Days to weeks | Days | Days |
| Best for | Developers wanting low-cost, self-hostable open-weight LLMs for coding and agentic workflows | Software engineering | General knowledge work |
| Key risk | Newer flagship tiers (Qwen3.6/3.7-Max) have shifted to closed weights, limiting self-hosting for the most capable models | No native image generation | Data-training controls require explicit opt-out on consumer tiers |
Head to head
The comparisons people ask for most, already written up: verdict, all six pillars, pricing and the catch on each. Only tools that genuinely compete are paired.