Kimi K2.5 vs Kimi K2.6 Eagle3

Side-by-side comparison of VRAM requirements, quantization, context length, and hardware compatibility.

Kimi K2.5

Moonshot AI · 1058.6B

Vision
Kimi K2.6 Eagle3

NVIDIA · 667M

Chat

Specifications

Kimi K2.5Kimi K2.6 Eagle3
Parameters1058.6B667M
Context262K262K
ArchitectureKimiK25ForConditionalGenerationEagle3DeepseekV2ForCausalLM
LicenseOtherOther
Downloads1.7M207
ReleasedJun 2026

VRAM by Quantization: Kimi K2.5 vs Kimi K2.6 Eagle3

QuantizationBitsKimi K2.5 VRAMKimi K2.6 Eagle3 VRAM
Q2_K3.40453.8 GB0.6 GB
Q3_K_M3.90519.9 GB
Q3_K_S3.50467.0 GB
Q4_04.00533.2 GB
Q4_K_M4.80639.0 GB
Q5_K_M5.70758.1 GB
Q6_K6.60877.2 GB
Q8_08.001062.5 GB1.0 GB

Verdict

Kimi K2.6 Eagle3 needs less VRAM at IQ2_S (0.6 GB vs 334.7 GB), so it fits on smaller GPUs. Kimi K2.5 is the more widely downloaded of the two.

Frequently Asked Questions

Which needs less VRAM, Kimi K2.5 or Kimi K2.6 Eagle3?

At IQ2_S, Kimi K2.5 needs 334.7 GB and Kimi K2.6 Eagle3 needs 0.6 GB, so Kimi K2.6 Eagle3 is the lighter option to run locally.

Which has a longer context window, Kimi K2.5 or Kimi K2.6 Eagle3?

Kimi K2.5 supports 262,144 tokens and Kimi K2.6 Eagle3 supports 262,144 tokens.

What is the difference between Kimi K2.5 and Kimi K2.6 Eagle3?

Kimi K2.5 is a 1058.6B model from Moonshot AI (Kimi K2 family), while Kimi K2.6 Eagle3 is a 667M model from NVIDIA (Kimi K2 family). Compare their VRAM requirements above to see which fits your GPU or Mac.