Compare GPT-4.1 Nano by OpenAI against Solar Pro 3 by Upstage, context windows of 1.0M vs 128K, tested across 39 shared challenges. Updated April 2026.
GPT-4.1 Nano and Solar Pro 3 are both competitive models. GPT-4.1 Nano costs $0.1/M input tokens vs $0/M for Solar Pro 3. Context windows: 1048K vs 128K tokens. Compare their real outputs side by side below.
GPT-4.1 Nano is made by openai while Solar Pro 3 is from upstage. GPT-4.1 Nano has a 1048K token context window compared to Solar Pro 3's 128K. On pricing, GPT-4.1 Nano costs $0.1/M input tokens vs $0/M for Solar Pro 3.
No community votes yet. On paper, these are closely matched - try both with your actual task to see which fits your workflow.
Solar Pro 3 uses 17.3x 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 GPT-4.1 Nano by OpenAI against Solar Pro 3 by Upstage, context windows of 1.0M vs 128K, tested across 39 shared challenges. Updated April 2026.
GPT-4.1 Nano and Solar Pro 3 are both competitive models. GPT-4.1 Nano costs $0.1/M input tokens vs $0/M for Solar Pro 3. Context windows: 1048K vs 128K tokens. Compare their real outputs side by side below.
GPT-4.1 Nano is made by openai while Solar Pro 3 is from upstage. GPT-4.1 Nano has a 1048K token context window compared to Solar Pro 3's 128K. On pricing, GPT-4.1 Nano costs $0.1/M input tokens vs $0/M for Solar Pro 3.
No community votes yet. On paper, these are closely matched - try both with your actual task to see which fits your workflow.
Solar Pro 3 uses 17.3x 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.
