inclusionAI: Ling 3.1 Flash vs GPT 5.4 Nano
inclusionai/ling-3.1-flash · openai/gpt-5.4-nano
As of November 5, 2026, inclusionAI: Ling 3.1 Flash is the cheaper API on UberLLM: $0.0742 per million input tokens and $0.2228 per million output, versus $0.0387 / $0.2419 for GPT 5.4 Nano, about 3% less when output is 3 tokens for every input token. These are the best prices on the market right now. Both work with one OpenAI-compatible key and UberLLM adds no fee. Choose inclusionAI: Ling 3.1 Flash to cut cost; choose GPT 5.4 Nano when context size wins. GPT 5.4 Nano carries the larger context window (400,000 vs 262,144 tokens), which can matter for long-document work.
inclusionAI: Ling 3.1 Flash vs GPT 5.4 Nano, side by side
| Spec | inclusionAI: Ling 3.1 Flash | GPT 5.4 Nano |
|---|---|---|
| Price · input / 1M | $0.0742 | $0.0387 |
| Price · output / 1M | $0.2228 | $0.2419 |
| Context length | 262,144 | 400,000 |
| Max output tokens | 235,929 | 128,000 |
| Input modalities | text | text, image |
| Output modalities | text | text |
| Tools / functions | Yes | Yes |
| Vision (image input) | — | Yes |
| Reasoning | Yes | Yes |
| % off list | 1% off | 80.7% off |
Best prices on UberLLM right now. No UberLLM fee on requests; adding credit by card costs 5.5% + $0.50. Updated November 5, 2026. A price more than 70% below list is what buyers were billed, not an error. Why so cheap?
inclusionAI: Ling 3.1 Flash vs GPT 5.4 Nano — FAQ
Is inclusionAI: Ling 3.1 Flash or GPT 5.4 Nano cheaper?
inclusionAI: Ling 3.1 Flash is cheaper on a blended token mix, by about 3%. A request costs what its provider charged, UberLLM adds no fee, and every request is listed with its cost in Activity.
What's the price difference between inclusionAI: Ling 3.1 Flash and GPT 5.4 Nano?
inclusionAI: Ling 3.1 Flash: $0.0742 in / $0.2228 out per 1M tokens. GPT 5.4 Nano: $0.0387 in / $0.2419 out per 1M tokens. That's roughly a 3% blended difference. Prices are live; UberLLM adds no fee.
Can I use both inclusionAI: Ling 3.1 Flash and GPT 5.4 Nano with one API?
Yes. Both are served through a single OpenAI-compatible endpoint — set the base URL to https://api.uberllm.dev/v1 and your UberLLM key, then switch between them by changing the model id. Anthropic SDKs work via https://api.uberllm.dev/v1/messages.