Compare Gemma 3 12B by Google AI against Grok Code Fast 1 by xAI, in 26 community votes, grok code fast 1 wins 68% of head-to-head duels, tested across 55 shared challenges. Updated April 2026.
Grok Code Fast 1 is the better choice overall, winning 68% of 26 blind community votes on Rival. Gemma 3 12B costs $0.03/M input tokens vs $0.2/M for Grok Code Fast 1. Compare their real outputs side by side below.
Gemma 3 12B is made by google while Grok Code Fast 1 is from xai. On pricing, Gemma 3 12B costs $0.03/M input tokens vs $0.2/M for Grok Code Fast 1. In community voting, In 26 community votes, Grok Code Fast 1 wins 68% of head-to-head duels.
In 26 community votes, Grok Code Fast 1 wins 68% of head-to-head duels. Grok Code Fast 1 leads in Web Design, Conversation, Image Generation. Based on blind community voting from the Rival open dataset of 26+ human preference judgments for this pair.
Pick Grok Code Fast 1. In 26 blind votes, Grok Code Fast 1 wins 68% of the time. That's not luck.
Grok Code Fast 1 particularly excels in Conversation, Image Generation, Web Design. Gemma 3 12B is 50x cheaper per token — worth considering if cost matters.
Grok Code Fast 1 uses 6.0x more emoji
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 Gemma 3 12B by Google AI against Grok Code Fast 1 by xAI, in 26 community votes, grok code fast 1 wins 68% of head-to-head duels, tested across 55 shared challenges. Updated April 2026.
Grok Code Fast 1 is the better choice overall, winning 68% of 26 blind community votes on Rival. Gemma 3 12B costs $0.03/M input tokens vs $0.2/M for Grok Code Fast 1. Compare their real outputs side by side below.
Gemma 3 12B is made by google while Grok Code Fast 1 is from xai. On pricing, Gemma 3 12B costs $0.03/M input tokens vs $0.2/M for Grok Code Fast 1. In community voting, In 26 community votes, Grok Code Fast 1 wins 68% of head-to-head duels.
In 26 community votes, Grok Code Fast 1 wins 68% of head-to-head duels. Grok Code Fast 1 leads in Web Design, Conversation, Image Generation. Based on blind community voting from the Rival open dataset of 26+ human preference judgments for this pair.
Pick Grok Code Fast 1. In 26 blind votes, Grok Code Fast 1 wins 68% of the time. That's not luck.
Grok Code Fast 1 particularly excels in Conversation, Image Generation, Web Design. Gemma 3 12B is 50x cheaper per token — worth considering if cost matters.
Grok Code Fast 1 uses 6.0x more emoji
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.
