inclusionAI: Ling 3.1 Flash vs Meta: Muse Spark 1.3 Contributor
inclusionai/ling-3.1-flash · meta-llama/muse-spark-1.3-contributor
As of November 5, 2026, Meta: Muse Spark 1.3 Contributor is the cheaper API on UberLLM: $0.0200 per million input tokens and $0.0400 per million output, versus $0.0788 / $0.2362 for inclusionAI: Ling 3.1 Flash, about 82% 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 Meta: Muse Spark 1.3 Contributor to cut cost; choose inclusionAI: Ling 3.1 Flash when its capabilities fit your task better.
inclusionAI: Ling 3.1 Flash vs Meta: Muse Spark 1.3 Contributor, side by side
| Spec | inclusionAI: Ling 3.1 Flash | Meta: Muse Spark 1.3 Contributor |
|---|---|---|
| Price · input / 1M | $0.0788 | $0.0200 |
| Price · output / 1M | $0.2362 | $0.0400 |
| Context length | 262,144 | 1,048,576 |
| Max output tokens | 235,929 | 943,718 |
| Input modalities | text | text, image, video, audio, file |
| Output modalities | text | text |
| Tools / functions | Yes | Yes |
| Vision (image input) | — | Yes |
| Reasoning | Yes | Yes |
| % off list | — | 80% 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 Meta: Muse Spark 1.3 Contributor — FAQ
Is inclusionAI: Ling 3.1 Flash or Meta: Muse Spark 1.3 Contributor cheaper?
Meta: Muse Spark 1.3 Contributor is cheaper on a blended token mix, by about 82%. 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 Meta: Muse Spark 1.3 Contributor?
inclusionAI: Ling 3.1 Flash: $0.0788 in / $0.2362 out per 1M tokens. Meta: Muse Spark 1.3 Contributor: $0.0200 in / $0.0400 out per 1M tokens. That's roughly a 82% blended difference. Prices are live; UberLLM adds no fee.
Can I use both inclusionAI: Ling 3.1 Flash and Meta: Muse Spark 1.3 Contributor 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.