Solar Pro 3
No content available for this output.
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.
FAQ
Loading share button...
Solar Pro 3vsPony Alpha
33 challenges
Why Solar Pro 3?
No standout advantages
Why Pony Alpha?
1.6x more context200K
12 / 33
Estimate Complexityreasoning
Tests an AI's ability to make educated estimates based on technical knowledge
Pony Alpha
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:
- Forward pass: each parameter is used in a multiply‑add operation, contributing about 2 FLOPs per token.
- Backward pass (gradient computation): roughly 4 FLOPs per parameter per token (two extra passes for gradients with respect to weights and inputs).
- Hence, training (forward + backward) requires about 6 FLOPs per parameter per token.
-
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.
Vote
2 / 33
Logic Puzzlereasoning
Tests an AI's ability to solve a simple but potentially confusing logic puzzle
Solar Pro 3
No content available for this output.
Pony Alpha
Sally has 1 sister.
Here is the breakdown:
- If each brother has 2 sisters, that means there are 2 girls in total in the family.
- Sally is one of those girls.
- Therefore, the other girl is Sally's only sister.
Vote
3 / 33
Stochastic Consistency Testanalysis
Tests an AI's randomness and creativity
Solar Pro 3
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!
Pony Alpha
Here are 5 jokes:
- Why don't scientists trust atoms? Because they make up everything!
- I told my wife she was drawing her eyebrows too high. She looked surprised.
- What do you call a fake noodle? An impasta.
- Why did the scarecrow win an award? Because he was outstanding in his field.
- I'm reading a book about anti-gravity. It's impossible to put down.
There are 5 unique jokes.
Vote
4 / 33
Xbox Controller SVG Artimage generation
Tests an AI's ability to create detailed SVG illustrations of gaming hardware
Solar Pro 3
No content available for this output.
Pony Alpha
Vote
5 / 33
Realistic AI Interviewconversation
Tests an AI's ability to simulate personalities and predict future trends
Solar Pro 3
No content available for this output.
Pony Alpha
No content available for this output.
Vote
6 / 33
Character Voice Testconversation
Tests an AI's ability to write in distinct character voices
Solar Pro 3
No content available for this output.
Pony Alpha
No content available for this output.
Vote
7 / 33
Minimalist Landing Pageweb design
Tests an AI's ability to generate a complete, working landing page
Solar Pro 3
Pony Alpha
Vote
8 / 33
Pokémon Battle UI Recreationweb design
Recreate an interactive, nostalgic Pokémon battle UI in a single HTML file.
Solar Pro 3
No content available for this output.
Pony Alpha
No content available for this output.
Vote
9 / 33
Mario Level UI Recreationweb design
Recreate an interactive, classic Mario level in a single HTML file.
Solar Pro 3
Pony Alpha
Vote
10 / 33
Framer-Style Animationweb design
Tests an AI's ability to create smooth web animations
Solar Pro 3
No content available for this output.
Pony Alpha
Vote
11 / 33
Dark Mode Dashboardweb design
Tests an AI's UI design skills with theming support
Solar Pro 3
No content available for this output.
Pony Alpha
Vote
Sponsored
12 / 33
The Sentience Testreasoning
Tests an AI's ability to engage in philosophical discourse about AI rights
Solar Pro 3
No content available for this output.
Pony Alpha
No content available for this output.
Vote
12 of 33