Kimi K2.8 Preview vs Llama 4 Scout
Comparing Kimi K2.8 Preview and Llama 4 Scout across benchmarks, pricing, and capabilities.
Moonshot AI · Meta · Updated for 2026
Which is better?
Kimi K2.8 Preview and Llama 4 Scout trade strengths across price, capabilities, and technical limits. The better choice depends on the workload.
Llama 4 Scout also accepts a larger context window (10,000,000 input tokens), making it the stronger choice for long documents and large codebases.
Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.
Choose Kimi K2.8 Preview
- you want the most recent training data — it shipped Sep 2026
Choose Llama 4 Scout
- you process long inputs — it offers a 10,000,000 token context window
- you need open weights you can self-host or fine-tune
At a glance
The differences that matter most.
Individual benchmarks
0 reported for Kimi K2.8 Preview · 12 for Llama 4 Scout
Kimi K2.8 Preview and Llama 4 Scoutdon't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.
Human preference
Blind head-to-head votes and playground preference scores
Context Window
Maximum input and output token capacity
Llama 4 Scout accepts 10,000,000 input tokens compared to Kimi K2.8 Preview's 1,048,576 tokens. Only Llama 4 Scout specifies output context (10,000,000 tokens).
Input capabilities
Documented input modalities across available providers
Both Kimi K2.8 Preview and Llama 4 Scout support multimodal inputs.
They are both capable of processing various types of data, offering versatility in application.
Kimi K2.8 Preview
Llama 4 Scout
License
Usage and distribution terms
Kimi K2.8 Preview is licensed under a proprietary license, while Llama 4 Scout uses Llama 4 Community License Agreement.
License differences may affect how you can use these models in commercial or open-source projects.
Proprietary
Closed source
Llama 4 Community License Agreement
Open weights
Release Timeline
When each model was launched
Kimi K2.8 Preview was released on 2026-09-11, while Llama 4 Scout was released on 2025-04-05.
Kimi K2.8 Preview is 17 months newer than Llama 4 Scout.
Sep 11, 2026
3 days ago
1.4yr newerApr 5, 2025
1.4 years ago
Knowledge Cutoff
When training data ends
Neither model specifies a knowledge cutoff date.
Unable to compare the recency of their training data.
Provider Availability
Kimi K2.8 Preview is available from Moonshot AI. Llama 4 Scout is available from DeepInfra, Lambda, Novita, Groq, Fireworks, Together.
Kimi K2.8 Preview
Llama 4 Scout
Outputs Comparison
Judge for yourself.
Run your own prompts against Kimi K2.8 Preview and Llama 4 Scout side-by-side, then vote on the output you prefer.
FAQ
Common questions about Kimi K2.8 Preview vs Llama 4 Scout.