Head-to-head comparison across 3benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Claude Opus 4.7
93
GLM-4.7
72
Verified leaderboard positions: Claude Opus 4.7 #2 · GLM-4.7 unranked
Pick Claude Opus 4.7 if you want the stronger benchmark profile. GLM-4.7 only becomes the better choice if you want the cheaper token bill or you want the stronger reasoning-first profile.
Agentic
+29.6 difference
Coding
+2.3 difference
Knowledge
+7.6 difference
Claude Opus 4.7
GLM-4.7
$5 / $25
$0 / $0
N/A
82 t/s
N/A
1.10s
1M
200K
Pick Claude Opus 4.7 if you want the stronger benchmark profile. GLM-4.7 only becomes the better choice if you want the cheaper token bill or you want the stronger reasoning-first profile.
Claude Opus 4.7 is clearly ahead on the provisional aggregate, 93 to 72. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Claude Opus 4.7's sharpest advantage is in agentic, where it averages 74.9 against 45.3. The single biggest benchmark swing on the page is HLE, 54.7% to 24.8%.
Claude Opus 4.7 is also the more expensive model on tokens at $5.00 input / $25.00 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for GLM-4.7. That is roughly Infinityx on output cost alone. GLM-4.7 is the reasoning model in the pair, while Claude Opus 4.7 is not. That usually helps on harder chain-of-thought-heavy tests, but it can also mean more latency and more token spend in real use. Claude Opus 4.7 gives you the larger context window at 1M, compared with 200K for GLM-4.7.
Claude Opus 4.7 is ahead on BenchLM's provisional leaderboard, 93 to 72. The biggest single separator in this matchup is HLE, where the scores are 54.7% and 24.8%.
Claude Opus 4.7 has the edge for knowledge tasks in this comparison, averaging 68.2 versus 60.6. Inside this category, HLE is the benchmark that creates the most daylight between them.
Claude Opus 4.7 has the edge for coding in this comparison, averaging 72.9 versus 70.6. Inside this category, SWE-bench Verified is the benchmark that creates the most daylight between them.
Claude Opus 4.7 has the edge for agentic tasks in this comparison, averaging 74.9 versus 45.3. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.
For engineers, researchers, and the plain curious — a weekly brief on new models, ranking shifts, and pricing changes.
Free. No spam. Unsubscribe anytime.