Kimi Linear 48B A3B Instruct vs Gemini 3.1 Pro Preview
Compare Kimi Linear 48B A3B Instruct by Moonshot AI against Gemini 3.1 Pro Preview by Google AI, context windows of 1.0M vs 1.0M, tested across 34 shared challenges. Updated April 2026.
Which is better, Kimi Linear 48B A3B Instruct or Gemini 3.1 Pro Preview?
Kimi Linear 48B A3B Instruct and Gemini 3.1 Pro Preview are both competitive models. Kimi Linear 48B A3B Instruct costs $0.3/M input tokens vs $2/M for Gemini 3.1 Pro Preview. Context windows: 1049K vs 1049K tokens. Compare their real outputs side by side below.
Key Differences Between Kimi Linear 48B A3B Instruct and Gemini 3.1 Pro Preview
Kimi Linear 48B A3B Instruct is made by moonshotai while Gemini 3.1 Pro Preview is from google. Kimi Linear 48B A3B Instruct has a 1049K token context window compared to Gemini 3.1 Pro Preview's 1049K. On pricing, Kimi Linear 48B A3B Instruct costs $0.3/M input tokens vs $2/M for Gemini 3.1 Pro Preview.
No community votes yet. On paper, Gemini 3.1 Pro Preview has the edge — newer, major provider backing.
Kimi Linear 48B A3B Instruct is 20x cheaper per token — worth considering if cost matters.
Style Comparison
Gemini 3.1 Pro Preview uses 3.1x more transitions
vsAsk them anything yourself
Some models write identically. You are paying for the brand.
178 models fingerprinted across 32 writing dimensions. Free research.
185x
price gap between models that write identically
178
models
12
clone pairs
32
dimensions
279 AI models invented the same fake scientist.
We read every word. 250 models. 2.14 million words. This is what we found.
