Axis Spatial

Terminus-2 – GLM-5.3-Flash (low) vs. Terminus-2 – GLM-5.3-Flash (max): geospatial agent comparison

Comparison between Terminus-2 – GLM-5.3-Flash (low) and Terminus-2 – GLM-5.3-Flash (max) 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-5.3-Flash (low) vs. Terminus-2 – GLM-5.3-Flash (max)
MetricTerminus-2 – GLM-5.3-Flash (low)Terminus-2 – GLM-5.3-Flash (max)
Geospatial Agent Index66* (partial: 1.1 of 3 attempts)56* (partial: 1.1 of 3 attempts)
GeoAgentBench score9482
GeoBenchX score4732
Earth-Bench score2729
GeoAnalystBench score9479
Raster and remote sensing score6151
Vector and overlay score6964
Networks and routing score10060
Climate and time series score5454
Spatial statistics and interpolation score4835
Mapping and cartography score6743
Recognising infeasible requests score3530
Cost per task$0.028$0.042
Time per task9.8 min17.3 min
Tokens per attempt278k374k
Turns per attempt12.113.4
Attempts decided288298
Input price per 1M tokens$0.15$0.15
Output price per 1M tokens$0.50$0.50
Context window1,048,5761,048,576
Image inputYesYes
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-5.3-Flash (low): 66* (partial coverage); Terminus-2 – GLM-5.3-Flash (max): 56* (partial coverage)025507510066*GLM-5.3-Flash (low)56*GLM-5.3-Flash (max)
Data table: Geospatial Agent Index
Geospatial Agent Index
ModelCreatorGeospatial Agent IndexRange while attempts are pendingBenchmarks coveredCoverage (attempts)
Terminus-2 – GLM-5.3-Flash (low)Z.ai66* (partial: 1.1 of 3 attempts)59 to 674 of 4288 of 870 planned attempts (3 excluded)
Terminus-2 – GLM-5.3-Flash (max)Z.ai56* (partial: 1.1 of 3 attempts)54 to 564 of 4298 of 870 planned attempts

Cost per task

Average cost per task (USD) · Lower is better

  • Partial coverage
Cost per taskTerminus-2 – GLM-5.3-Flash (low): $0.028 (partial coverage); Terminus-2 – GLM-5.3-Flash (max): $0.042 (partial coverage)$0$0.013$0.025$0.038$0.050$0.028GLM-5.3-Flash (low)$0.042GLM-5.3-Flash (max)
Data table: Cost per task
Cost per task
ModelCreatorCost per taskCoverage (attempts)
Terminus-2 – GLM-5.3-Flash (low)Z.ai$0.028325 of 870 planned attempts (3 excluded)
Terminus-2 – GLM-5.3-Flash (max)Z.ai$0.042315 of 870 planned attempts

Time per task

Average agent wall time per task · Lower is better

  • Partial coverage
Time per taskTerminus-2 – GLM-5.3-Flash (low): 9.8 min (partial coverage); Terminus-2 – GLM-5.3-Flash (max): 17.3 min (partial coverage)0m5m10m15m20m9.8 minGLM-5.3-Flash (low)17.3 minGLM-5.3-Flash (max)
Data table: Time per task
Time per task
ModelCreatorTime per taskCoverage (attempts)
Terminus-2 – GLM-5.3-Flash (low)Z.ai9.8 min325 of 870 planned attempts (3 excluded)
Terminus-2 – GLM-5.3-Flash (max)Z.ai17.3 min315 of 870 planned attempts

Frequently asked questions

Which scores higher on the Geospatial Agent Index, Terminus-2 – GLM-5.3-Flash (low) or Terminus-2 – GLM-5.3-Flash (max)?
Terminus-2 – GLM-5.3-Flash (low), at 66 against 56 for Terminus-2 – GLM-5.3-Flash (max). Terminus-2 – GLM-5.3-Flash (low): 288 of 870 planned attempts (3 excluded). Terminus-2 – GLM-5.3-Flash (max): 298 of 870 planned attempts. Coverage is partial; scores can change as more attempts are decided.
Which is cheaper per task, Terminus-2 – GLM-5.3-Flash (low) or Terminus-2 – GLM-5.3-Flash (max)?
Terminus-2 – GLM-5.3-Flash (low), at $0.028 against $0.042 for Terminus-2 – GLM-5.3-Flash (max).
Which is faster per task, Terminus-2 – GLM-5.3-Flash (low) or Terminus-2 – GLM-5.3-Flash (max)?
Terminus-2 – GLM-5.3-Flash (low), at 9.8 min against 17.3 min for Terminus-2 – GLM-5.3-Flash (max).
Which has the larger context window, Terminus-2 – GLM-5.3-Flash (low) or Terminus-2 – GLM-5.3-Flash (max)?
They are level, at 1,048,576 tokens.

More: Terminus-2 – GLM-5.3-Flash (low) · Terminus-2 – GLM-5.3-Flash (max) · all comparisons