Compare Llama 3.1 405B by Meta AI against Solar Pro 3 by Upstage, context windows of 128K vs 128K, tested across 10 shared challenges. Updated April 2026.
Llama 3.1 405B and Solar Pro 3 are both competitive models. Llama 3.1 405B costs $2.7/M input tokens vs $0/M for Solar Pro 3. Context windows: 128K vs 128K tokens. Compare their real outputs side by side below.
Llama 3.1 405B is made by meta while Solar Pro 3 is from upstage. Llama 3.1 405B has a 128K token context window compared to Solar Pro 3's 128K. On pricing, Llama 3.1 405B costs $2.7/M input tokens vs $0/M for Solar Pro 3.
No community votes yet. On paper, Llama 3.1 405B has the edge — bigger model tier, major provider backing.
Solar Pro 3 uses 654.8x 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 Llama 3.1 405B by Meta AI against Solar Pro 3 by Upstage, context windows of 128K vs 128K, tested across 10 shared challenges. Updated April 2026.
Llama 3.1 405B and Solar Pro 3 are both competitive models. Llama 3.1 405B costs $2.7/M input tokens vs $0/M for Solar Pro 3. Context windows: 128K vs 128K tokens. Compare their real outputs side by side below.
Llama 3.1 405B is made by meta while Solar Pro 3 is from upstage. Llama 3.1 405B has a 128K token context window compared to Solar Pro 3's 128K. On pricing, Llama 3.1 405B costs $2.7/M input tokens vs $0/M for Solar Pro 3.
No community votes yet. On paper, Llama 3.1 405B has the edge — bigger model tier, major provider backing.
Solar Pro 3 uses 654.8x 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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