Axis Spatial

Terminus-2 – Gemma 4 26B A4B (Reasoning) vs. Terminus-2 – GLM-4.7-Flash (Reasoning): geospatial agent comparison

Comparison between Terminus-2 – Gemma 4 26B A4B (Reasoning) and Terminus-2 – GLM-4.7-Flash (Reasoning) 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 (Reasoning) vs. Terminus-2 – GLM-4.7-Flash (Reasoning)
MetricTerminus-2 – Gemma 4 26B A4B (Reasoning)Terminus-2 – GLM-4.7-Flash (Reasoning)
Geospatial Agent Index60*43*
GeoAgentBench score8636
GeoBenchX score5546
Earth-Bench score3048
GeoAnalystBench score6842
Raster and remote sensing score5139
Vector and overlay score7936
Networks and routing score10020
Climate and time series score4854
Spatial statistics and interpolation score7546
Mapping and cartography score8358
Recognising infeasible requests score4436
Cost per task$0.012$0.025
Time per task8.6 min9.5 min
Tokens per attempt89k332k
Turns per attempt8.715.8
Attempts decided145143
Input price per 1M tokens$0.10$0.06
Output price per 1M tokens$0.30$0.40
Context window256,000131,072
Image inputYesNo
DeveloperGoogleZ.ai

Charts

Axis Spatial Geospatial Agent Index

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

  • Partial coverage
Axis Spatial Geospatial Agent IndexTerminus-2 – Gemma 4 26B A4B (Reasoning): 60* (partial coverage); Terminus-2 – GLM-4.7-Flash (Reasoning): 43* (partial coverage)025507510060*Gemma 4 26B A4B (Reasoning)43*GLM-4.7-Flash (Reasoning)
Data table: Axis Spatial Geospatial Agent Index
Axis Spatial Geospatial Agent Index
ModelCreatorGeospatial Agent IndexRange while attempts are pendingBenchmarks coveredCoverage (attempts)
Terminus-2 – Gemma 4 26B A4B (Reasoning)Google60*60 to 604 of 4145 of 870 planned attempts
Terminus-2 – GLM-4.7-Flash (Reasoning)Z.ai43*43 to 444 of 4143 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 (Reasoning): $0.012 (partial coverage); Terminus-2 – GLM-4.7-Flash (Reasoning): $0.025 (partial coverage)$0$0.0063$0.013$0.019$0.025$0.012Gemma 4 26B A4B (Reasoning)$0.025GLM-4.7-Flash (Reasoning)
Data table: Cost per task
Cost per task
ModelCreatorCost per taskCoverage (attempts)
Terminus-2 – Gemma 4 26B A4B (Reasoning)Google$0.012146 of 870 planned attempts
Terminus-2 – GLM-4.7-Flash (Reasoning)Z.ai$0.025144 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 (Reasoning): 8.6 min (partial coverage); Terminus-2 – GLM-4.7-Flash (Reasoning): 9.5 min (partial coverage)0m2m5m8m10m8.6 minGemma 4 26B A4B (Reasoning)9.5 minGLM-4.7-Flash (Reasoning)
Data table: Time per task
Time per task
ModelCreatorTime per taskCoverage (attempts)
Terminus-2 – Gemma 4 26B A4B (Reasoning)Google8.6 min146 of 870 planned attempts
Terminus-2 – GLM-4.7-Flash (Reasoning)Z.ai9.5 min144 of 870 planned attempts

Frequently asked questions

Which scores higher on the Geospatial Agent Index, Terminus-2 – Gemma 4 26B A4B (Reasoning) or Terminus-2 – GLM-4.7-Flash (Reasoning)?
Terminus-2 – Gemma 4 26B A4B (Reasoning), at 60 against 43 for Terminus-2 – GLM-4.7-Flash (Reasoning). Terminus-2 – Gemma 4 26B A4B (Reasoning): 145 of 870 planned attempts. Terminus-2 – GLM-4.7-Flash (Reasoning): 143 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 (Reasoning) or Terminus-2 – GLM-4.7-Flash (Reasoning)?
Terminus-2 – Gemma 4 26B A4B (Reasoning), at $0.012 against $0.025 for Terminus-2 – GLM-4.7-Flash (Reasoning).
Which is faster per task, Terminus-2 – Gemma 4 26B A4B (Reasoning) or Terminus-2 – GLM-4.7-Flash (Reasoning)?
Terminus-2 – Gemma 4 26B A4B (Reasoning), at 8.6 min against 9.5 min for Terminus-2 – GLM-4.7-Flash (Reasoning).
Which has the larger context window, Terminus-2 – Gemma 4 26B A4B (Reasoning) or Terminus-2 – GLM-4.7-Flash (Reasoning)?
Terminus-2 – Gemma 4 26B A4B (Reasoning), at 256,000 tokens against 131,072 tokens for Terminus-2 – GLM-4.7-Flash (Reasoning).

More: Terminus-2 – Gemma 4 26B A4B (Reasoning) · Terminus-2 – GLM-4.7-Flash (Reasoning) · all comparisons