Gemini 3.1 Pro vs inclusionAI: Ling 3.1 Flash
google/gemini-3.1-pro · inclusionai/ling-3.1-flash
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 $0.2600 / $1.56 for Gemini 3.1 Pro, about 85% 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 Gemini 3.1 Pro when context size wins. Gemini 3.1 Pro carries the larger context window (1,048,576 vs 262,144 tokens), which can matter for long-document work.
Gemini 3.1 Pro vs inclusionAI: Ling 3.1 Flash, side by side
| Spec | Gemini 3.1 Pro | inclusionAI: Ling 3.1 Flash |
|---|---|---|
| Price · input / 1M | $0.2600 | $0.0742 |
| Price · output / 1M | $1.56 | $0.2228 |
| Context length | 1,048,576 | 262,144 |
| Max output tokens | 65,536 | 235,929 |
| Input modalities | text, image | text |
| Output modalities | text | text |
| Tools / functions | Yes | Yes |
| Vision (image input) | Yes | — |
| Reasoning | Yes | Yes |
| % off list | — | 1% 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.
Gemini 3.1 Pro vs inclusionAI: Ling 3.1 Flash — FAQ
Is Gemini 3.1 Pro or inclusionAI: Ling 3.1 Flash cheaper?
inclusionAI: Ling 3.1 Flash is cheaper on a blended token mix, by about 85%. 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 Gemini 3.1 Pro and inclusionAI: Ling 3.1 Flash?
Gemini 3.1 Pro: $0.2600 in / $1.56 out per 1M tokens. inclusionAI: Ling 3.1 Flash: $0.0742 in / $0.2228 out per 1M tokens. That's roughly a 85% blended difference. Prices are live; UberLLM adds no fee.
Can I use both Gemini 3.1 Pro and inclusionAI: Ling 3.1 Flash 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.