Axis Spatial

Terminus-2 – Gemini 3.1 Flash-Lite (low) vs. Terminus-2 – Gemini 3.8 Flash (low): geospatial agent comparison

Comparison between Terminus-2 – Gemini 3.1 Flash-Lite (low) and Terminus-2 – Gemini 3.8 Flash (low) 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 3.1 Flash-Lite (low) vs. Terminus-2 – Gemini 3.8 Flash (low)
MetricTerminus-2 – Gemini 3.1 Flash-Lite (low)Terminus-2 – Gemini 3.8 Flash (low)
Geospatial Agent Index51* (attempts per task: 2.9)64* (attempts per task: 2.9)
GeoAgentBench score5296
GeoBenchX score4361
Earth-Bench score3137
GeoAnalystBench score7963
Raster and remote sensing score4162
Vector and overlay score4463
Networks and routing score80100
Climate and time series score6351
Spatial statistics and interpolation score2543
Mapping and cartography score4953
Recognising infeasible requests score4783
Cost per task$0.011$0.115
Time per task1.0 min2.7 min
Tokens per attempt34k314k
Turns per attempt4.917.9
Attempts decided278833
Input price per 1M tokens$0.25$0.75
Output price per 1M tokens$1.50$3.75
Context window1,048,5761,048,576
Image inputYesYes
DeveloperGoogleGoogle

Charts

Geospatial Agent Index

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

  • Partial coverage
Geospatial Agent IndexTerminus-2 – Gemini 3.8 Flash (low): 64* (partial coverage); Terminus-2 – Gemini 3.1 Flash-Lite (low): 51* (partial coverage)025507510064*Gemini 3.8 Flash (low)51*Gemini 3.1 Flash-Lite (low)
Data table: Geospatial Agent Index
Geospatial Agent Index
ModelCreatorGeospatial Agent IndexRange while attempts are pendingBenchmarks coveredCoverage (attempts)
Terminus-2 – Gemini 3.8 Flash (low)Google64* (attempts per task: 2.9)No pending judgements; coverage incomplete4 of 4833 of 1,167 planned attempts (74 excluded)
Terminus-2 – Gemini 3.1 Flash-Lite (low)Google51* (attempts per task: 2.9)17 to 844 of 4278 of 1,167 planned attempts

Cost per task

Average cost per task (USD) · Lower is better

  • Partial coverage
Cost per taskTerminus-2 – Gemini 3.1 Flash-Lite (low): $0.011 (partial coverage); Terminus-2 – Gemini 3.8 Flash (low): $0.115 (partial coverage)$0$0.030$0.060$0.090$0.120$0.011Gemini 3.1 Flash-Lite (low)$0.115Gemini 3.8 Flash (low)
Data table: Cost per task
Cost per task
ModelCreatorCost per taskCoverage (attempts)
Terminus-2 – Gemini 3.1 Flash-Lite (low)Google$0.011834 of 1,167 planned attempts
Terminus-2 – Gemini 3.8 Flash (low)Google$0.115833 of 1,167 planned attempts (74 excluded)

Time per task

Average agent wall time per task · Lower is better

  • Partial coverage
Time per taskTerminus-2 – Gemini 3.1 Flash-Lite (low): 1.0 min (partial coverage); Terminus-2 – Gemini 3.8 Flash (low): 2.7 min (partial coverage)0m1m2m2m3m1.0 minGemini 3.1 Flash-Lite (low)2.7 minGemini 3.8 Flash (low)
Data table: Time per task
Time per task
ModelCreatorTime per taskCoverage (attempts)
Terminus-2 – Gemini 3.1 Flash-Lite (low)Google1.0 min834 of 1,167 planned attempts
Terminus-2 – Gemini 3.8 Flash (low)Google2.7 min833 of 1,167 planned attempts (74 excluded)

Frequently asked questions

Which scores higher on the Geospatial Agent Index, Terminus-2 – Gemini 3.1 Flash-Lite (low) or Terminus-2 – Gemini 3.8 Flash (low)?
Terminus-2 – Gemini 3.8 Flash (low), at 64 against 51 for Terminus-2 – Gemini 3.1 Flash-Lite (low). Terminus-2 – Gemini 3.1 Flash-Lite (low): 278 of 1,167 planned attempts. Terminus-2 – Gemini 3.8 Flash (low): 833 of 1,167 planned attempts (74 excluded). Coverage is partial; scores can change as more attempts are decided.
Which is cheaper per task, Terminus-2 – Gemini 3.1 Flash-Lite (low) or Terminus-2 – Gemini 3.8 Flash (low)?
Terminus-2 – Gemini 3.1 Flash-Lite (low), at $0.011 against $0.115 for Terminus-2 – Gemini 3.8 Flash (low).
Which is faster per task, Terminus-2 – Gemini 3.1 Flash-Lite (low) or Terminus-2 – Gemini 3.8 Flash (low)?
Terminus-2 – Gemini 3.1 Flash-Lite (low), at 1.0 min against 2.7 min for Terminus-2 – Gemini 3.8 Flash (low).
Which has the larger context window, Terminus-2 – Gemini 3.1 Flash-Lite (low) or Terminus-2 – Gemini 3.8 Flash (low)?
They are level, at 1,048,576 tokens.

More: Terminus-2 – Gemini 3.1 Flash-Lite (low) · Terminus-2 – Gemini 3.8 Flash (low) · all comparisons