Compare Gemini 3.1 Pro Preview by Google AI against QwQ 32B by Qwen, context windows of 1.0M vs 40K, tested across 15 shared challenges. Updated April 2026.
Gemini 3.1 Pro Preview and QwQ 32B are both competitive models. Gemini 3.1 Pro Preview costs $2/M input tokens vs $0.5/M for QwQ 32B. Context windows: 1049K vs 40K tokens. Compare their real outputs side by side below.
Gemini 3.1 Pro Preview is made by google while QwQ 32B is from qwen. Gemini 3.1 Pro Preview has a 1049K token context window compared to QwQ 32B's 40K. On pricing, Gemini 3.1 Pro Preview costs $2/M input tokens vs $0.5/M for QwQ 32B.
No community votes yet. On paper, Gemini 3.1 Pro Preview has the edge — bigger model tier, newer, bigger context window, major provider backing.
QwQ 32B is 8.0x cheaper per token — worth considering if cost matters.
Gemini 3.1 Pro Preview uses 71.7x more headings
Ask 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.

Compare Gemini 3.1 Pro Preview by Google AI against QwQ 32B by Qwen, context windows of 1.0M vs 40K, tested across 15 shared challenges. Updated April 2026.
Gemini 3.1 Pro Preview and QwQ 32B are both competitive models. Gemini 3.1 Pro Preview costs $2/M input tokens vs $0.5/M for QwQ 32B. Context windows: 1049K vs 40K tokens. Compare their real outputs side by side below.
Gemini 3.1 Pro Preview is made by google while QwQ 32B is from qwen. Gemini 3.1 Pro Preview has a 1049K token context window compared to QwQ 32B's 40K. On pricing, Gemini 3.1 Pro Preview costs $2/M input tokens vs $0.5/M for QwQ 32B.
No community votes yet. On paper, Gemini 3.1 Pro Preview has the edge — bigger model tier, newer, bigger context window, major provider backing.
QwQ 32B is 8.0x cheaper per token — worth considering if cost matters.
Gemini 3.1 Pro Preview uses 71.7x more headings
Ask 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.

10 fights queued
10 fights queued