GLM-4.7 vs Ornith-1.0-397B
Head-to-head comparison across 2benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Verdict
Ornith-1.0-397B leads for most workloads.
Based on BenchLM composite scores, July 2026.
GLM-4.7
63
Ornith-1.0-397B
73
Verified leaderboard positions: GLM-4.7 #34 · Ornith-1.0-397B unranked
Pick Ornith-1.0-397B if you want the stronger benchmark profile. GLM-4.7 only becomes the better choice if coding is the priority.
Category Radar
Head-to-Head by Category
Category Breakdown
| Benchmark | GLM-4.7 | Δ | Ornith-1.0-397B |
|---|---|---|---|
| Agentic | 45.7 | → 31.8 | 77.5 |
| Coding | 73.8 | ← 4.1 | 69.7 |
| Knowledge | 52.1 | — | — |
| Math | 1.8 | — | — |
Operational Comparison
GLM-4.7
Ornith-1.0-397B
$0 / $0
$0 / $0
82 t/s
N/A
1.10s
N/A
200K
256K
Quick Verdict
Pick Ornith-1.0-397B if you want the stronger benchmark profile. GLM-4.7 only becomes the better choice if coding is the priority.
Ornith-1.0-397B is clearly ahead on the provisional aggregate, 73 to 63. 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 45.7. The single biggest benchmark swing on the page is Terminal-Bench 2.0, 41% to 77.5%. GLM-4.7 does hit back in coding, so the answer changes if that is the part of the workload you care about most.
Ornith-1.0-397B gives you the larger context window at 256K, compared with 200K for GLM-4.7.
Benchmark Deep Dive
Frequently Asked Questions (3)
Which is better, GLM-4.7 or Ornith-1.0-397B?
Ornith-1.0-397B is ahead on BenchLM's provisional leaderboard, 73 to 63. The biggest single separator in this matchup is Terminal-Bench 2.0, where the scores are 41% and 77.5%.
Which is better for coding, GLM-4.7 or Ornith-1.0-397B?
GLM-4.7 has the edge for coding in this comparison, averaging 73.8 versus 69.7. Inside this category, SWE-bench Verified is the benchmark that creates the most daylight between them.
Which is better for agentic tasks, GLM-4.7 or Ornith-1.0-397B?
Ornith-1.0-397B has the edge for agentic tasks in this comparison, averaging 77.5 versus 45.7. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.
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