Axis Spatial

Terminus-2 – GLM-5.2 (high) vs. Terminus-2 – GLM-5.3 (max, default): geospatial agent comparison

Comparison between Terminus-2 – GLM-5.2 (high) and Terminus-2 – GLM-5.3 (max, default) on the Geospatial Agent Index, each benchmark, cost, time and token use, from the same tasks, agent and limits. Methodology.

Side by side

Terminus-2 – GLM-5.2 (high) vs. Terminus-2 – GLM-5.3 (max, default)
MetricTerminus-2 – GLM-5.2 (high)Terminus-2 – GLM-5.3 (max, default)
Geospatial Agent Index71* (partial: 1 of 3 attempts)67* (partial: 1.1 of 3 attempts)
GeoAgentBench score9695
GeoBenchX score5252
Earth-Bench score3639
GeoAnalystBench score10084
Raster and remote sensing score6865
Vector and overlay score8175
Networks and routing score10080
Climate and time series score6156
Spatial statistics and interpolation score5967
Mapping and cartography score6866
Recognising infeasible requests score4042
Cost per task$0.239$0.363
Time per task5.8 min10.1 min
Tokens per attempt329k260k
Turns per attempt12.110.5
Attempts decided273310
Input price per 1M tokens$1.40$1.40
Output price per 1M tokens$4.40$4.40
Context window262,1441,048,576
Image inputNoNo
DeveloperZ.aiZ.ai

Charts

Geospatial Agent Index

Equal-weight average of the evaluation scores, 0 to 100 · Higher is better

  • Partial coverage
Geospatial Agent IndexTerminus-2 – GLM-5.2 (high): 71* (partial coverage); Terminus-2 – GLM-5.3 (max, default): 67* (partial coverage)025507510071*GLM-5.2 (high)67*GLM-5.3 (max, default)
Data table: Geospatial Agent Index
Geospatial Agent Index
ModelCreatorGeospatial Agent IndexRange while attempts are pendingBenchmarks coveredCoverage (attempts)
Terminus-2 – GLM-5.2 (high)Z.ai71* (partial: 1 of 3 attempts)65 to 724 of 4273 of 290 planned attempts
Terminus-2 – GLM-5.3 (max, default)Z.ai67* (partial: 1.1 of 3 attempts)66 to 684 of 4310 of 870 planned attempts

Cost per task

Average cost per task (USD) · Lower is better

  • Partial coverage
Cost per taskTerminus-2 – GLM-5.2 (high): $0.239; Terminus-2 – GLM-5.3 (max, default): $0.363 (partial coverage)$0$0.100$0.200$0.300$0.400$0.239GLM-5.2 (high)$0.363GLM-5.3 (max, default)
Data table: Cost per task
Cost per task
ModelCreatorCost per taskCoverage (attempts)
Terminus-2 – GLM-5.2 (high)Z.ai$0.239290 of 290 planned attempts
Terminus-2 – GLM-5.3 (max, default)Z.ai$0.363320 of 870 planned attempts

Time per task

Average agent wall time per task · Lower is better

  • Partial coverage
Time per taskTerminus-2 – GLM-5.2 (high): 5.8 min; Terminus-2 – GLM-5.3 (max, default): 10.1 min (partial coverage)0m3m7m10m13m5.8 minGLM-5.2 (high)10.1 minGLM-5.3 (max, default)
Data table: Time per task
Time per task
ModelCreatorTime per taskCoverage (attempts)
Terminus-2 – GLM-5.2 (high)Z.ai5.8 min290 of 290 planned attempts
Terminus-2 – GLM-5.3 (max, default)Z.ai10.1 min320 of 870 planned attempts

Frequently asked questions

Which scores higher on the Geospatial Agent Index, Terminus-2 – GLM-5.2 (high) or Terminus-2 – GLM-5.3 (max, default)?
Terminus-2 – GLM-5.2 (high), at 71 against 67 for Terminus-2 – GLM-5.3 (max, default). Terminus-2 – GLM-5.2 (high): 273 of 290 planned attempts. Terminus-2 – GLM-5.3 (max, default): 310 of 870 planned attempts. Coverage is partial; scores can change as more attempts are decided.
Which is cheaper per task, Terminus-2 – GLM-5.2 (high) or Terminus-2 – GLM-5.3 (max, default)?
Terminus-2 – GLM-5.2 (high), at $0.239 against $0.363 for Terminus-2 – GLM-5.3 (max, default).
Which is faster per task, Terminus-2 – GLM-5.2 (high) or Terminus-2 – GLM-5.3 (max, default)?
Terminus-2 – GLM-5.2 (high), at 5.8 min against 10.1 min for Terminus-2 – GLM-5.3 (max, default).
Which has the larger context window, Terminus-2 – GLM-5.2 (high) or Terminus-2 – GLM-5.3 (max, default)?
Terminus-2 – GLM-5.3 (max, default), at 1,048,576 tokens against 262,144 tokens for Terminus-2 – GLM-5.2 (high).

More: Terminus-2 – GLM-5.2 (high) · Terminus-2 – GLM-5.3 (max, default) · all comparisons