Axis Spatial

Terminus-2 – Gemma 4 26B A4B (thinking on) vs. Terminus-2 – GLM-5.2 (max): geospatial agent comparison

Comparison between Terminus-2 – Gemma 4 26B A4B (thinking on) 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 – Gemma 4 26B A4B (thinking on) vs. Terminus-2 – GLM-5.2 (max)
MetricTerminus-2 – Gemma 4 26B A4B (thinking on)Terminus-2 – GLM-5.2 (max)
Geospatial Agent Index6275* (partial: 1.1 of 3 attempts)
GeoAgentBench score8797
GeoBenchX score5355
Earth-Bench score3452
GeoAnalystBench score7295
Raster and remote sensing score5773
Vector and overlay score7481
Networks and routing score87100
Climate and time series score5079
Spatial statistics and interpolation score5775
Mapping and cartography score7172
Recognising infeasible requests score4337
Cost per task$0.016$0.362
Time per task7.0 min9.3 min
Tokens per attempt127k363k
Turns per attempt9.912.0
Attempts decided870306
Input price per 1M tokens$0.10$1.40
Output price per 1M tokens$0.30$4.40
Context window256,000262,144
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): 75* (partial coverage); Terminus-2 – Gemma 4 26B A4B (thinking on): 62025507510075*GLM-5.2 (max)62Gemma 4 26B A4B (thinking on)
Data table: Geospatial Agent Index
Geospatial Agent Index
ModelCreatorGeospatial Agent IndexRange while attempts are pendingBenchmarks coveredCoverage (attempts)
Terminus-2 – GLM-5.2 (max)Z.ai75* (partial: 1.1 of 3 attempts)72 to 754 of 4306 of 870 planned attempts
Terminus-2 – Gemma 4 26B A4B (thinking on)Google62No pending judgements4 of 4870 of 870 planned attempts

Cost per task

Average cost per task (USD) · Lower is better

  • Partial coverage
Cost per taskTerminus-2 – Gemma 4 26B A4B (thinking on): $0.016; Terminus-2 – GLM-5.2 (max): $0.362 (partial coverage)$0$0.100$0.200$0.300$0.400$0.016Gemma 4 26B A4B (thinking on)$0.362GLM-5.2 (max)
Data table: Cost per task
Cost per task
ModelCreatorCost per taskCoverage (attempts)
Terminus-2 – Gemma 4 26B A4B (thinking on)Google$0.016870 of 870 planned attempts
Terminus-2 – GLM-5.2 (max)Z.ai$0.362324 of 870 planned attempts

Time per task

Average agent wall time per task · Lower is better

  • Partial coverage
Time per taskTerminus-2 – Gemma 4 26B A4B (thinking on): 7.0 min; Terminus-2 – GLM-5.2 (max): 9.3 min (partial coverage)0m2m5m8m10m7.0 minGemma 4 26B A4B (thinking on)9.3 minGLM-5.2 (max)
Data table: Time per task
Time per task
ModelCreatorTime per taskCoverage (attempts)
Terminus-2 – Gemma 4 26B A4B (thinking on)Google7.0 min870 of 870 planned attempts
Terminus-2 – GLM-5.2 (max)Z.ai9.3 min324 of 870 planned attempts

Frequently asked questions

Which scores higher on the Geospatial Agent Index, Terminus-2 – Gemma 4 26B A4B (thinking on) or Terminus-2 – GLM-5.2 (max)?
Terminus-2 – GLM-5.2 (max), at 75 against 62 for Terminus-2 – Gemma 4 26B A4B (thinking on). Terminus-2 – Gemma 4 26B A4B (thinking on): 870 of 870 planned attempts. Terminus-2 – GLM-5.2 (max): 306 of 870 planned attempts. Coverage is partial; scores can change as more attempts are decided.
Which is cheaper per task, Terminus-2 – Gemma 4 26B A4B (thinking on) or Terminus-2 – GLM-5.2 (max)?
Terminus-2 – Gemma 4 26B A4B (thinking on), at $0.016 against $0.362 for Terminus-2 – GLM-5.2 (max).
Which is faster per task, Terminus-2 – Gemma 4 26B A4B (thinking on) or Terminus-2 – GLM-5.2 (max)?
Terminus-2 – Gemma 4 26B A4B (thinking on), at 7.0 min against 9.3 min for Terminus-2 – GLM-5.2 (max).
Which has the larger context window, Terminus-2 – Gemma 4 26B A4B (thinking on) or Terminus-2 – GLM-5.2 (max)?
Terminus-2 – GLM-5.2 (max), at 262,144 tokens against 256,000 tokens for Terminus-2 – Gemma 4 26B A4B (thinking on).

More: Terminus-2 – Gemma 4 26B A4B (thinking on) · Terminus-2 – GLM-5.2 (max) · all comparisons