Compare Grok Code Fast 1 by xAI against Polaris Alpha by OpenRouter, context windows of 256K vs 256K, tested across 35 shared challenges. Updated April 2026.
Grok Code Fast 1 and Polaris Alpha are both competitive models. Grok Code Fast 1 costs $0.2/M input tokens vs $0/M for Polaris Alpha. Context windows: 256K vs 256K tokens. Compare their real outputs side by side below.
Grok Code Fast 1 is made by xai while Polaris Alpha is from openrouter. Grok Code Fast 1 has a 256K token context window compared to Polaris Alpha's 256K. On pricing, Grok Code Fast 1 costs $0.2/M input tokens vs $0/M for Polaris Alpha.
No community votes yet. On paper, Polaris Alpha has the edge — bigger model tier, newer.
Grok Code Fast 1 uses 280.1x more bold
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 Grok Code Fast 1 by xAI against Polaris Alpha by OpenRouter, context windows of 256K vs 256K, tested across 35 shared challenges. Updated April 2026.
Grok Code Fast 1 and Polaris Alpha are both competitive models. Grok Code Fast 1 costs $0.2/M input tokens vs $0/M for Polaris Alpha. Context windows: 256K vs 256K tokens. Compare their real outputs side by side below.
Grok Code Fast 1 is made by xai while Polaris Alpha is from openrouter. Grok Code Fast 1 has a 256K token context window compared to Polaris Alpha's 256K. On pricing, Grok Code Fast 1 costs $0.2/M input tokens vs $0/M for Polaris Alpha.
No community votes yet. On paper, Polaris Alpha has the edge — bigger model tier, newer.
Grok Code Fast 1 uses 280.1x more bold
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.

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35 fights queued
23+ more head-to-head results. Free. Not a trick.
Free account. No card required. By continuing, you agree to Rival's Terms and Privacy Policy