Head-to-head comparison across 1benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Ornith-1.0-9B
52
ZAYA1-74B-Preview
57
Pick ZAYA1-74B-Preview if you want the stronger benchmark profile. Ornith-1.0-9B only becomes the better choice if coding is the priority or you need the larger 262K context window.
Coding
+16.2 difference
Ornith-1.0-9B
ZAYA1-74B-Preview
$0 / $0
$0 / $0
N/A
N/A
N/A
N/A
262K
256K
Pick ZAYA1-74B-Preview if you want the stronger benchmark profile. Ornith-1.0-9B only becomes the better choice if coding is the priority or you need the larger 262K context window.
ZAYA1-74B-Preview is clearly ahead on the provisional aggregate, 57 to 52. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Ornith-1.0-9B gives you the larger context window at 262K, compared with 256K for ZAYA1-74B-Preview.
ZAYA1-74B-Preview is ahead on BenchLM's provisional leaderboard, 57 to 52. The biggest single separator in this matchup is SWE-bench Verified, where the scores are 69.4% and 53.2%.
Ornith-1.0-9B has the edge for coding in this comparison, averaging 69.4 versus 53.2. Inside this category, SWE-bench Verified is the benchmark that creates the most daylight between them.
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