Axis Spatial

Terminus-2 – Gemma 4 26B A4B (thinking on) vs. Terminus-2 – gpt-oss-120b (high): geospatial agent comparison

Comparison between Terminus-2 – Gemma 4 26B A4B (thinking on) and Terminus-2 – gpt-oss-120b (high) 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 – gpt-oss-120b (high)
MetricTerminus-2 – Gemma 4 26B A4B (thinking on)Terminus-2 – gpt-oss-120b (high)
Geospatial Agent Index61*52*
GeoAgentBench score8670
GeoBenchX score5541
Earth-Bench score3445
GeoAnalystBench score6853
Raster and remote sensing score5352
Vector and overlay score7956
Networks and routing score100100
Climate and time series score5060
Spatial statistics and interpolation score7529
Mapping and cartography score8340
Recognising infeasible requests score4446
Cost per task$0.014$0.025
Time per task11.7 min4.4 min
Tokens per attempt101k58k
Turns per attempt9.25.4
Attempts decided209320
Input price per 1M tokens$0.10$0.35
Output price per 1M tokens$0.30$0.75
Context window256,000128,000
Image inputYesNo
DeveloperGoogleOpenAI

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 (thinking on): 61* (partial coverage); Terminus-2 – gpt-oss-120b (high): 52* (partial coverage)025507510061*Gemma 4 26B A4B (thinking on)52*gpt-oss-120b (high)
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 (thinking on)Google61*61 to 614 of 4209 of 870 planned attempts
Terminus-2 – gpt-oss-120b (high)OpenAI52*52 to 524 of 4320 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): $0.014 (partial coverage); Terminus-2 – gpt-oss-120b (high): $0.025 (partial coverage)$0$0.0075$0.015$0.022$0.030$0.014Gemma 4 26B A4B (thinking on)$0.025gpt-oss-120b (high)
Data table: Cost per task
Cost per task
ModelCreatorCost per taskCoverage (attempts)
Terminus-2 – Gemma 4 26B A4B (thinking on)Google$0.014210 of 870 planned attempts
Terminus-2 – gpt-oss-120b (high)OpenAI$0.025321 of 870 planned attempts

Time per task

Average agent wall time per task · Lower is better

  • Partial coverage
Time per taskTerminus-2 – gpt-oss-120b (high): 4.4 min (partial coverage); Terminus-2 – Gemma 4 26B A4B (thinking on): 11.7 min (partial coverage)0m3m7m10m13m4.4 mingpt-oss-120b (high)11.7 minGemma 4 26B A4B (thinking on)
Data table: Time per task
Time per task
ModelCreatorTime per taskCoverage (attempts)
Terminus-2 – Gemma 4 26B A4B (thinking on)Google11.7 min210 of 870 planned attempts
Terminus-2 – gpt-oss-120b (high)OpenAI4.4 min321 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 – gpt-oss-120b (high)?
Terminus-2 – Gemma 4 26B A4B (thinking on), at 61 against 52 for Terminus-2 – gpt-oss-120b (high). Terminus-2 – Gemma 4 26B A4B (thinking on): 209 of 870 planned attempts. Terminus-2 – gpt-oss-120b (high): 320 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 – gpt-oss-120b (high)?
Terminus-2 – Gemma 4 26B A4B (thinking on), at $0.014 against $0.025 for Terminus-2 – gpt-oss-120b (high).
Which is faster per task, Terminus-2 – Gemma 4 26B A4B (thinking on) or Terminus-2 – gpt-oss-120b (high)?
Terminus-2 – gpt-oss-120b (high), at 4.4 min against 11.7 min for Terminus-2 – Gemma 4 26B A4B (thinking on).
Which has the larger context window, Terminus-2 – Gemma 4 26B A4B (thinking on) or Terminus-2 – gpt-oss-120b (high)?
Terminus-2 – Gemma 4 26B A4B (thinking on), at 256,000 tokens against 128,000 tokens for Terminus-2 – gpt-oss-120b (high).

More: Terminus-2 – Gemma 4 26B A4B (thinking on) · Terminus-2 – gpt-oss-120b (high) · all comparisons