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Kimi K2.8 Preview API

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MODEL IDkimi-k2.8-preview
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01 / OVERVIEW

Kimi K2.8 Preview
overview.

Kimi K2.8 Preview is a separate preview entry in AELDER’s Kimi catalog. Its model ID and token rates are listed above; it should not be confused with Kimi K2.7 Code or Kimi K3. No independently matched evaluation is shown for this exact entry.

Published model specifications

Catalog release11 Sept 2026
OPTIONAL / CONNECTIONAPI request example

Set the model ID and base URL in your OpenAI-compatible client.

BASE URL
https://aelder.dev/v1
API documentation ↗
import os
from openai import OpenAI

client = OpenAI(
    api_key=os.environ["AELDER_API_KEY"],
    base_url="https://aelder.dev/v1",
)

response = client.chat.completions.create(
    model="kimi-k2.8-preview",
    messages=[{"role": "user", "content": "Hello!"}],
)

print(response.choices[0].message.content)
MODELkimi-k2.8-previewChat Completions
02 / MODEL BENCHMARKS

Kimi K2.8 Preview benchmarks.

Compare models in the AELDER catalog on the same external measure. The Artificial Analysis Intelligence Index combines evaluations of model capability. Higher is better; the score is not a percentage.

Artificial Analysis Intelligence Index

VERSION 4.3.2 · INDEX POINTS · HIGHER IS BETTER
Kimi K2.8 Preview—
41 scored catalog models
A comparable score for Kimi K2.8 Preview has not been confirmed. Other catalog models are shown below.
Catalog models and their external Artificial Analysis evaluation configurations
ModelSource configurationIndex
Claude Opus 5.5Claude Opus 5.5 (Max, Default Fallback)58
Claude Sonnet 5.5Claude Sonnet 5.5 (Max, Default Fallback)56
Claude Fable 5.1Claude Fable 5.1 (Max, Default Fallback)53
GPT 6 AstraGPT-6 Astra (Max)53
GPT 6.1 SolGPT-6.1 Sol (Max)52
Claude Opus 5Claude Opus 5 (Max)51
Claude Fable 5Claude Fable 5 (Max, Opus 4.8 Fallback)50
GPT 6 SolGPT-6 Sol (Max)48
GPT 5.6 SolGPT-5.6 Sol (Max)47
DeepSeek V4.1 FlashDeepSeek V4.1 Flash 1017 (Max)45
GLM 5.3GLM-5.3 (Max)45
Qwen3.8 Max 0902Qwen3.8 Max (0902)45
Grok 4.6Grok 4.6 (Xhigh)44
Kimi K3Kimi K3 (Max)44
Claude Haiku 5.5Claude Haiku 5.5 (Max)43
Claude Opus 4.8Claude Opus 4.8 (Max)42
GLM 5.3 FlashGLM-5.3-Flash42
GPT 5.6 TerraGPT-5.6 Terra (Max)42
Claude Opus 4.7 (1M)Claude Opus 4.7 (Max)41*
Gemini 3.8 FlashGemini 3.8 Flash (High)41
Qwen3.8 2.4T-A95BQwen3.8 2.4T A95B40
Qwen3.8 MaxQwen3.8 Max40
Claude Sonnet 5Claude Sonnet 5 (Max)38
GPT 6 LunaGPT-6 Luna (Max)38
GPT 5.6 LunaGPT-5.6 Luna (Max)37
DeepSeek V4 ProDeepSeek V4 Pro 0813 (Max)36
GLM 5.2GLM-5.2 (Max)34
Qwen3.8 27BQwen3.8 27B (Xhigh)34
GPT 5.3 CodexGPT-5.3 Codex (Xhigh)33*
Claude Opus 4.6Claude Opus 4.6 (Max)32*
Claude Sonnet 4.6Claude Sonnet 4.6 (Max)30
Gemini 3.1 ProGemini 3.1 Pro Preview30
Claude Opus 4.5Claude Opus 4.5 (Reasoning)29*
MiniMax M3MiniMax-M329
Kimi K2.6Kimi K2.6 (Reasoning)27
GLM 5.1GLM-5.1 (Reasoning)26
Kimi K2.7 CodeKimi K2.7 Code26
Hy3Hy325
DeepSeek V4 FlashDeepSeek V4 Flash 0420 (Max) · April 2026 reference24
Kimi K2.5Kimi K2.5 (Reasoning)23*
MiniMax M2.7MiniMax-M2.723
Current modelScroll to explore all models →Sources checked 21 Oct 2026

DeepSeek V4 Flash uses the April 0420 release reference, labelled in the chart and table. External results refer to the labelled source configurations, which may differ from AELDER’s configuration. They do not measure AELDER API speed or uptime. Source score markers (*) are preserved.

Why are 4 catalog models missing a score?

41 of 45 catalog models have a source reference on this index version. A missing result is not a zero score. These models remain in the catalog.

KEEP EXPLORING

Kimi K2.8 Preview alternatives.

Explore all models ↗
MODEL DETAILS

Kimi K2.8 Preview
questions, answered.

Can I use the Kimi K3 benchmark for this preview?
No. A result for another release does not establish this preview’s performance. Kimi K3 has its own model ID, published specifications and external evaluation.
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