Grok 3
Nothing here. The model returned empty. We stared at it for a while.
Grok 3 vs TNG R1T Chimera
Compare Grok 3 by xAI against TNG R1T Chimera by OpenRouter, tested across 28 shared challenges. Updated March 2026.
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Grok 3vsTNG R1T Chimera
28 fights queued
Why Grok 3?
Dead even. This one’s a coin flip.
Why TNG R1T Chimera?
9 months newerNov 2025
12 / 28
Estimate Complexityreasoning
Tests an AI's ability to make educated estimates based on technical knowledge
TNG R1T Chimera
To estimate the total number of FLOPs required to train GPT-3, we use the following reasoning:
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FLOPs Formula: For transformer-based models, a common approximation is:
[ \text{FLOPs} \approx 6 \times \text{number of parameters} \times \text{number of tokens} ]
The factor of 6 accounts for 2 FLOPs per parameter in the forward pass (matrix multiplications) and 4 FLOPs per parameter in the backward pass (gradient calculations), totaling 6 FLOPs per parameter per token. -
GPT-3 Parameters: The largest GPT-3 model has 175 billion parameters ((1.75 \times 10^{11})).
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Training Tokens: GPT-3 was trained on approximately 300 billion tokens ((3 \times 10^{11})), as indicated in its original paper.
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Calculation:
[ \text{FLOPs} \approx 6 \times (1.75 \times 10^{11}) \times (3 \times 10^{11}) = 3.15 \times 10^{23} , \text{FLOPs}. ] -
Uncertainty: The exact token count and FLOPs factor can vary slightly, but this estimate aligns with widely cited values (e.g., ~(3.14 \times 10^{23}) FLOPs).
Final Estimate:
Training GPT-3 required approximately (3.1 \times 10^{23}) FLOPs.
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2 / 28
AI Board Game Logicreasoning
Tests an AI's ability to understand game rules and strategy
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3 / 28
Math Misconception Testreasoning
Tests an AI's understanding of number representation
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4 / 28
Stochastic Consistency Testanalysis
Tests an AI's randomness and creativity
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5 / 28
SVG Layout Challengeimage generation
Tests an AI's ability to generate vector graphics
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6 / 28
Xbox Controller SVG Artimage generation
Tests an AI's ability to create detailed SVG illustrations of gaming hardware
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7 / 28
Generate a Stand-Up Routineconversation
Tests an AI's humor and creative writing ability
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8 / 28
Minimalist Landing Pageweb design
Tests an AI's ability to generate a complete, working landing page
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9 / 28
Mario Level UI Recreationweb design
Recreate an interactive, classic Mario level in a single HTML file.
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10 / 28
Linear App Cloneweb design
Tests an AI's ability to replicate an existing UI with Tailwind CSS
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11 / 28
Framer-Style Animationweb design
Tests an AI's ability to create smooth web animations
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12 / 28
Interactive Catan Boardweb design
Tests an AI's ability to create interactive web elements
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