Head-to-head comparison across 2benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Sibling matchup inside the Ornith 1.0 family.
Ornith-1.0-397B
96
Ornith-1.0-9B
52
Ornith-1.0-397B makes more sense if agentic is the priority, while Ornith-1.0-9B is the cleaner fit if its score, price, or context tradeoffs line up better with your workload.
Agentic
+34.4 difference
Coding
+13.0 difference
Ornith-1.0-397B
Ornith-1.0-9B
$0 / $0
$0 / $0
N/A
N/A
N/A
N/A
262K
262K
Ornith-1.0-397B makes more sense if agentic is the priority, while Ornith-1.0-9B is the cleaner fit if its score, price, or context tradeoffs line up better with your workload.
Ornith-1.0-397B and Ornith-1.0-9B sit in the same Ornith 1.0 family. This page is less about two unrelated model lineages and more about how the siblings trade off on benchmark shape, token costs, and practical limits like context window.
Ornith-1.0-397B is clearly ahead on the provisional aggregate, 96 to 52. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Ornith-1.0-397B's sharpest advantage is in agentic, where it averages 77.5 against 43.1. The single biggest benchmark swing on the page is Terminal-Bench 2.0, 77.5% to 43.1%.
Ornith-1.0-397B and Ornith-1.0-9B are sibling variants in the Ornith 1.0 family, so the right pick depends on whether you value the better benchmark line, cheaper tokens, or the larger context window. Ornith-1.0-397B is ahead on BenchLM's provisional leaderboard 96 to 52.
Ornith-1.0-397B has the edge for coding in this comparison, averaging 82.4 versus 69.4. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.
Ornith-1.0-397B has the edge for agentic tasks in this comparison, averaging 77.5 versus 43.1. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.
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