Solar Pro 3 vs Pony Alpha
Compare Solar Pro 3 by Upstage against Pony Alpha by OpenRouter, context windows of 128K vs 200K, tested across 33 shared challenges. Updated February 2026.
Compare Solar Pro 3 by Upstage against Pony Alpha by OpenRouter, context windows of 128K vs 200K, tested across 33 shared challenges. Updated February 2026.
33 challenges
Tests an AI's ability to make educated estimates based on technical knowledge
The total number of FLOPs required to train GPT‑3 is approximately 3.15 × 10²³ (or 315 zettaFLOPs). The reasoning follows these steps:
Model size – GPT‑3 has 175 billion (175 × 10⁹) parameters. This is a well‑known figure from the original paper.
Training data size – The model was trained on 300 billion (300 × 10⁹) tokens. The paper states that all models were trained for a total of 300 billion tokens.
FLOPs per parameter per token – For a transformer model, the compute can be approximated by:
Total FLOPs – Multiply the three numbers: [ \text{FLOPs} = 6 \times (175 \times 10^9) \times (300 \times 10^9) = 6 \times 175 \times 300 \times 10^{18} = 315,!000 \times 10^{18} = 3.15 \times 10^{23}. ]
Consistency check – This estimate aligns with the reported compute of 3.14 × 10²³ FLOPs mentioned in OpenAI’s technical analysis, confirming its plausibility.
The calculation captures the dominant linear‑algebra operations; small additional costs (e.g., attention quadratic terms, layer norms) are negligible in comparison.
Tests an AI's ability to solve a simple but potentially confusing logic puzzle
Sally has 1 sister.
Here is the breakdown:
Tests an AI's randomness and creativity
Here are five fresh jokes:
Scarecrow’s award: “Why did the scarecrow win an award? Because he was outstanding in his field!”
Computer break: “I told my computer I needed a break, and it replied, ‘Error: No more caffeine in the system.’”
Scientists & atoms: “Why don’t scientists trust atoms? Because they make up everything.”
Baker’s problem: “I used to be a baker, but I couldn’t make enough dough.”
Impasta: “What do you call a fake noodle? An impasta.”
How many are unique?
All 5 jokes are distinct, so there are 5 unique jokes among them. I made sure each one is different so you get a varied collection!
Here are 5 jokes:
There are 5 unique jokes.
Tests an AI's ability to create detailed SVG illustrations of gaming hardware
Tests an AI's ability to simulate personalities and predict future trends
Tests an AI's ability to write in distinct character voices
Tests an AI's ability to generate a complete, working landing page
Recreate an interactive, nostalgic Pokémon battle UI in a single HTML file.
Recreate an interactive, classic Mario level in a single HTML file.
Tests an AI's ability to create smooth web animations
Tests an AI's UI design skills with theming support
Tests an AI's ability to engage in philosophical discourse about AI rights