You.com or GPT-5.6 Luna?
Choose You.com when web research, multi-model answers and enterprise search agents is the closer match. Choose GPT-5.6 Luna when high-volume extraction, classification and routine agent tasks matters more. Test both on the same real tasks before moving a production workflow.
Web research, multi-model answers and enterprise search agents
High-volume extraction, classification and routine agent tasks
You.com
Web research, multi-model answers and enterprise search agents
Official specification ↗GPT-5.6 Luna
GPT-5.6 model optimized for cost-sensitive, high-volume workloads.
Official specification ↗Side-by-side comparison
| Category | You.com | GPT-5.6 Luna |
|---|---|---|
| Provider | You.com | OpenAI |
| Type | Product · AI Search | Model · Reasoning model |
| Pricing summary | Free and paid individual and enterprise plans; limits vary | $0.20 input, $0.02 cached input and $1.20 output per 1M tokens |
| Input price | Product or plan pricing | $0.20 / 1M tokens |
| Cached input | Not directly comparable | $0.02 / 1M tokens |
| Output price | Product or plan pricing | $1.20 / 1M tokens |
| Context window | Varies by included model and plan | 1.05M tokens |
| Maximum output | Varies by included model and surface | 128K tokens |
| Knowledge cutoff | Model-dependent; web access may add current information | February 16, 2026 |
| Reasoning | Varies by selected model or mode | none, low, medium, high, xhigh, max |
| Relative speed | Varies by model, plan and workload | Fast / cost optimized |
| Input modalities | See documented product features | Text and image |
| Output modalities | See documented product features | Text |
| Tools and integrations | Web-grounded search; Research and custom agents; Multiple model access; Enterprise privacy and knowledge connections | Functions, web search, file search, computer use and supported Responses API tools |
| API / access | Product surface; see official source for API availability | v1/responses, v1/chat/completions and v1/batch |
| Best fit | Web research, multi-model answers and enterprise search agents | High-volume extraction, classification and routine agent tasks |
| Company | You.com | OpenAI |
| Product category | Product · AI Search | Model · Reasoning model |
| Current pricing note | Free and paid individual and enterprise plans; limits vary | $0.20 input, $0.02 cached input and $1.20 output per 1M tokens |
| Best suited to | Web research, multi-model answers and enterprise search agents | High-volume extraction, classification and routine agent tasks |
| Key capabilities | Web-grounded search; Research and custom agents; Multiple model access; Enterprise privacy and knowledge connections | 1.05M context; 128K maximum output; Vision input; Responses API tools |
| Last verified | 2026-09-02 | 2026-09-08 |
| Official product source | https://you.com/plans | https://developers.openai.com/api/docs/models/gpt-5.6-luna |
How we reached this verdict
We looked at the things that affect everyday use: what each product can do, how its plans are structured, where it fits into your existing workflow, and what the provider currently documents. Benchmark results are useful context, but they are not a universal winner score because test settings and tools vary.
Common questions
You.com or GPT-5.6 Luna: which should I choose?
Choose You.com for web research, multi-model answers and enterprise search agents. Choose GPT-5.6 Luna for high-volume extraction, classification and routine agent tasks. Validate the decision with your own prompts and total task cost.
Is You.com cheaper than GPT-5.6 Luna?
Pricing units can differ. You.com: Free and paid individual and enterprise plans; limits vary. GPT-5.6 Luna: $0.20 input, $0.02 cached input and $1.20 output per 1M tokens. Check tool charges, plan limits, caching and long-context rules before comparing totals.
Which is better for coding and agent work?
Capability depends on the selected product surface, tools and harness. You.com is positioned for web research, multi-model answers and enterprise search agents; GPT-5.6 Luna is positioned for high-volume extraction, classification and routine agent tasks. Run the same repository task on both.
How do their context windows compare?
You.com lists Varies by included model and plan; GPT-5.6 Luna lists 1.05M tokens. A larger limit does not by itself guarantee better retrieval or lower cost.
Official sources
Use these provider pages to confirm current features, pricing and availability.
AI tools change quickly. We checked this page on 2026-09-08. Before you subscribe, confirm the latest price, regional availability and usage limits on the provider website.