Qwen2.5-7B vs Yi-Lightning
A complete head-to-head: pricing, context window, benchmarks, modality coverage, and openness, with a programmatic verdict synthesized from the underlying data.
Updated
Qwen2.5-7B specs · Yi-Lightning specs- PriceYi-Lightning
Yi-Lightning publishes pricing ($0.14 / 1M output tokens) while Qwen2.5-7B does not.
- Context windowQwen2.5-7B
Qwen2.5-7B accepts 128K tokens vs 16K, 8.0× the room for long documents and codebases.
- BenchmarksTie
No directly comparable public benchmarks are available for both models, check the spec sheets for individual scores.
- ModalitiesTie
Both handle text.
- OpennessQwen2.5-7B
Qwen2.5-7B ships open weights (Apache-2.0); Yi-Lightning is API-only.
On balance Qwen2.5-7B edges ahead, winning 2 of 5 categories against Yi-Lightning's 1. Yi-Lightning publishes pricing ($0.14 / 1M output tokens) while Qwen2.5-7B does not. Qwen2.5-7B accepts 128K tokens vs 16K, 8.0× the room for long documents and codebases.
No directly comparable public benchmarks are available for both models, check the spec sheets for individual scores. Both target the same set of modalities (text), so the deciding factors are price, context, and raw quality. Qwen2.5-7B ships open weights (Apache-2.0); Yi-Lightning is API-only.
Both shipped within roughly a month of each other in 2024, so they share the same generation of training data and tooling. Qwen2.5-7B is usually picked for local llm and on device workloads, while Yi-Lightning sees more deployments in chinese llm and cheapest llm. If pricing matters more than every last benchmark point, run the numbers in the calculator below before committing.
Side-by-side specs
| Spec | Qwen2.5-7B | Yi-Lightning |
|---|---|---|
| Provider | Alibaba | Other |
| Released | Sep 2024 | Oct 2024 |
| Modalities | text | text |
| Context window | 128K tokens | 16K tokens |
| Max output | , | , |
| Input · 1M | Pricing not published | $0.14 / 1M tokens |
| Output · 1M | Pricing not published | $0.14 / 1M tokens |
| Knowledge cutoff | , | , |
| Open weights | Yes (Apache-2.0) | No |
| API available | Yes | Yes |
Pricing at scale
What you'd actually pay at typical workloads. Numbers come from each model's published per-million-token rates.
- Light usage, 100k in / 50k out per day, vs $0.630
- Heavy usage, 1M in / 500k out per day, vs $6.30
- RAG workload, 5M in / 200k out per day, vs $21.84
Light usage, 100k in / 50k out per day: pricing not directly comparable (one or both models are missing public per-token rates). Heavy usage, 1M in / 500k out per day: pricing not directly comparable (one or both models are missing public per-token rates). RAG workload, 5M in / 200k out per day: pricing not directly comparable (one or both models are missing public per-token rates).
Estimated spend for the listed models at your usage. Numbers are derived from each model's published per-million-token rates.
- Qwen2.5-7BPricing unavailable
- Yi-Lightning$0.021
Benchmarks compared
Only sourced numbers. Where a benchmark is missing for one model we show the available value rather than fabricating the other.
Qwen2.5-7B fits when…
- Apache-2.0
- Runs on laptops
- Strong multilingual
- Long-context tasks, handles 128K tokens vs 16K for Yi-Lightning.
- Self-hosting and on-prem requirements, open weights (Apache-2.0).
Yi-Lightning fits when…
- Cheap
- Strong Chinese
- Fast
Consider Qwen3-72B
Alibaba's flagship open-weight Qwen3, strong on multilingual, code, and math, Apache-2.0 licensed.
Frequently asked
Is Qwen2.5-7B or Yi-Lightning cheaper?
Per-token pricing isn't published for at least one of these models, check each model's spec page for current rates.Which has the larger context window?
Qwen2.5-7B accepts 128K tokens vs 16K for Yi-Lightning.Is Qwen2.5-7B or Yi-Lightning better for coding?
Both Qwen2.5-7B and Yi-Lightning are competitive on coding benchmarks. See each model's individual spec page for HumanEval and SWE-bench scores where published. For an opinionated pick, consult our Best LLM for Coding ranking.Are either of these models open source?
Qwen2.5-7B ships open weights (Apache-2.0). Yi-Lightning is API-only.When were Qwen2.5-7B and Yi-Lightning released?
Qwen2.5-7B was released by Alibaba on 2024-09-19. Yi-Lightning was released by Other on 2024-10-16.
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