Axis Spatial

Terminus-2 – Gemini 3.8 Flash (high) vs. Terminus-2 – GLM-5.2 (max): geospatial agent comparison

Comparison between Terminus-2 – Gemini 3.8 Flash (high) and Terminus-2 – GLM-5.2 (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 – Gemini 3.8 Flash (high) vs. Terminus-2 – GLM-5.2 (max)
MetricTerminus-2 – Gemini 3.8 Flash (high)Terminus-2 – GLM-5.2 (max)
Geospatial Agent Index39* (attempts per task: 2.9)69* (attempts per task: 2)
GeoAgentBench score5892
GeoBenchX score4050
Earth-Bench score2844
GeoAnalystBench score3289
Raster and remote sensing score3757
Vector and overlay score4472
Networks and routing score80100
Climate and time series score2653
Spatial statistics and interpolation score1742
Mapping and cartography score2575
Recognising infeasible requests score6736
Cost per task$0.308$0.361
Time per task8.2 min11.1 min
Tokens per attempt982k471k
Turns per attempt32.413.3
Attempts decided278508
Input price per 1M tokens$0.75$1.40
Output price per 1M tokens$3.75$4.40
Context window1,048,576262,144
Image inputYesNo
DeveloperGoogleZ.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 (max): 69* (partial coverage); Terminus-2 – Gemini 3.8 Flash (high): 39* (partial coverage)025507510069*GLM-5.2 (max)39*Gemini 3.8 Flash (high)
Data table: Geospatial Agent Index
Geospatial Agent Index
ModelCreatorGeospatial Agent IndexRange while attempts are pendingBenchmarks coveredCoverage (attempts)
Terminus-2 – GLM-5.2 (max)Z.ai69* (attempts per task: 2)65 to 714 of 4508 of 1,167 planned attempts (3 excluded)
Terminus-2 – Gemini 3.8 Flash (high)Google39* (attempts per task: 2.9)13 to 804 of 4278 of 1,167 planned attempts (1 excluded)

Cost per task

Average cost per task (USD) · Lower is better

  • Partial coverage
Cost per taskTerminus-2 – Gemini 3.8 Flash (high): $0.308 (partial coverage); Terminus-2 – GLM-5.2 (max): $0.361 (partial coverage)$0$0.100$0.200$0.300$0.400$0.308Gemini 3.8 Flash (high)$0.361GLM-5.2 (max)
Data table: Cost per task
Cost per task
ModelCreatorCost per taskCoverage (attempts)
Terminus-2 – Gemini 3.8 Flash (high)Google$0.308835 of 1,167 planned attempts (1 excluded)
Terminus-2 – GLM-5.2 (max)Z.ai$0.361568 of 1,167 planned attempts (3 excluded)

Time per task

Average agent wall time per task · Lower is better

  • Partial coverage
Time per taskTerminus-2 – Gemini 3.8 Flash (high): 8.2 min (partial coverage); Terminus-2 – GLM-5.2 (max): 11.1 min (partial coverage)0m3m7m10m13m8.2 minGemini 3.8 Flash (high)11.1 minGLM-5.2 (max)
Data table: Time per task
Time per task
ModelCreatorTime per taskCoverage (attempts)
Terminus-2 – Gemini 3.8 Flash (high)Google8.2 min835 of 1,167 planned attempts (1 excluded)
Terminus-2 – GLM-5.2 (max)Z.ai11.1 min568 of 1,167 planned attempts (3 excluded)

Frequently asked questions

Which scores higher on the Geospatial Agent Index, Terminus-2 – Gemini 3.8 Flash (high) or Terminus-2 – GLM-5.2 (max)?
Terminus-2 – GLM-5.2 (max), at 69 against 39 for Terminus-2 – Gemini 3.8 Flash (high). Terminus-2 – Gemini 3.8 Flash (high): 278 of 1,167 planned attempts (1 excluded). Terminus-2 – GLM-5.2 (max): 508 of 1,167 planned attempts (3 excluded). Coverage is partial; scores can change as more attempts are decided.
Which is cheaper per task, Terminus-2 – Gemini 3.8 Flash (high) or Terminus-2 – GLM-5.2 (max)?
Terminus-2 – Gemini 3.8 Flash (high), at $0.308 against $0.361 for Terminus-2 – GLM-5.2 (max).
Which is faster per task, Terminus-2 – Gemini 3.8 Flash (high) or Terminus-2 – GLM-5.2 (max)?
Terminus-2 – Gemini 3.8 Flash (high), at 8.2 min against 11.1 min for Terminus-2 – GLM-5.2 (max).
Which has the larger context window, Terminus-2 – Gemini 3.8 Flash (high) or Terminus-2 – GLM-5.2 (max)?
Terminus-2 – Gemini 3.8 Flash (high), at 1,048,576 tokens against 262,144 tokens for Terminus-2 – GLM-5.2 (max).

More: Terminus-2 – Gemini 3.8 Flash (high) · Terminus-2 – GLM-5.2 (max) · all comparisons