Content updated: 2026-07-31
Best AI for Translation
Selection framework
This guide places ChatGPT, DeepSeek, Qwen in one task-selection framework. It provides decision criteria and a trial method—not an absolute ranking outside a specific task context.
What to evaluate
- Test ChatGPT, DeepSeek, Qwen on a real task that matches your use case—not brand familiarity alone.
- Check that the output is verifiable, editable, and appropriate for your privacy or compliance needs.
- Compare the current plan, sign-in flow, and collaboration fit before adopting a tool.
Validate the same task with ModelAny
Send one prompt for a real task that matches your use case to ChatGPT, DeepSeek, Qwen (and any other services you select), then compare factual accuracy, actionability, and how much editing each result needs. ModelAny only opens and fills the selected services; each provider remains responsible for its answers, plans, and data terms.
- Write down success criteria such as verifiability, editing time, and privacy requirements.
- Compare available models with the same input so prompt differences do not distort the result.
- Record the output, human edits, and failures before choosing a long-term workflow.
What public benchmarks show
Below are results only from public benchmark categories where every model on this page appears together. Scores from different sources cannot be added up, and they do not prove one model is best overall.
SWE-bench Verified · real software-issue fixing
SWE-bench Verified measures how often an AI coding setup can fix real GitHub issues. A higher resolved percentage means more issues were fixed in that specific test setup.
| Product | Exact model version | Rank | Score | Metric |
|---|---|---|---|---|
| ChatGPT | JoyCode + Claude 4 Sonnet + GPT-4.1 | 17 | 74.6% | Resolved (%) |
| DeepSeek | mini-SWE-agent + DeepSeek V3.2 (high reasoning) | 46 | 70% | Resolved (%) |
| Qwen | Nebius AI Qwen 2.5 72B Generator + LLama 3.1 70B Critic | 134 | 40.6% | Resolved (%) |
Official sources and verification date
The links below are official sources for product identity and plan information, last checked 2026-07-19. Pricing, model availability, quotas, and regional access can change; confirm on the provider site before purchasing or deploying.
- OpenAI ChatGPT plans and pricing - 2026-07-19
- DeepSeek API models and pricing - 2026-07-19
- Qwen (通义千问) official site - 2026-07-19
Frequently asked questions
Does this page publish an absolute ranking?
No. We compare models only where they share the same public test conditions, and we link to the original sources so you can verify. We don't publish a “best overall” list outside a stated context.
Are pricing and plan details definitive?
This page links to official sources and verification dates. Confirm the price and terms shown for your region on the provider site before purchasing or deploying.
Does ModelAny store prompts?
ModelAny is local-first: drafts, settings, and history stay in your browser. Prompts are sent only to the AI services you choose and are not uploaded to ModelAny servers.
Compare multiple models with one prompt
ModelAny is a free, open-source browser extension available on the Chrome Web Store and Microsoft Edge Add-ons. Drafts, settings, and history remain in your browser.
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