Axis Spatial

Terminus-2 – gpt-oss-120b (high) vs. Terminus-2 – Mistral Small 3.1 24B (Non-reasoning): geospatial agent comparison

Comparison between Terminus-2 – gpt-oss-120b (high) and Terminus-2 – Mistral Small 3.1 24B (Non-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 – gpt-oss-120b (high) vs. Terminus-2 – Mistral Small 3.1 24B (Non-reasoning)
MetricTerminus-2 – gpt-oss-120b (high)Terminus-2 – Mistral Small 3.1 24B (Non-reasoning)
Geospatial Agent Index52 (attempts per task: 3)0* (attempts per task: 1 on 9 of 290 tasks so far)
GeoAgentBench score75No data
GeoBenchX score38No data
Earth-Bench score440
GeoAnalystBench score51No data
Raster and remote sensing score540
Vector and overlay score61No data
Networks and routing score80No data
Climate and time series score570
Spatial statistics and interpolation score32No data
Mapping and cartography score34No data
Recognising infeasible requests score44No data
Cost per task$0.026$0.247
Time per task4.6 min15.6 min
Tokens per attempt60k693k
Turns per attempt5.225.7
Attempts decided8709
Input price per 1M tokens$0.35$0.35
Output price per 1M tokens$0.75$0.56
Context window128,000128,000
Image inputNoYes
DeveloperOpenAIMistral AI

Charts

Geospatial Agent Index

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

  • Partial coverage
Geospatial Agent IndexTerminus-2 – gpt-oss-120b (high): 52; Terminus-2 – Mistral Small 3.1 24B (Non-reasoning): 0* (partial coverage)025507510052gpt-oss-120b (high)0*Mistral Small 3.1 24B (Non-reasoning)
Data table: Geospatial Agent Index
Geospatial Agent Index
ModelCreatorGeospatial Agent IndexRange while attempts are pendingBenchmarks coveredCoverage (attempts)
Terminus-2 – gpt-oss-120b (high)OpenAI52 (attempts per task: 3)No pending judgements4 of 4870 of 870 planned attempts
Terminus-2 – Mistral Small 3.1 24B (Non-reasoning)Mistral AI0* (attempts per task: 1 on 9 of 290 tasks so far)No pending judgements; coverage incomplete1 of 49 of 351 planned attempts

Cost per task

Average cost per task (USD) · Lower is better

  • Partial coverage
Cost per taskTerminus-2 – gpt-oss-120b (high): $0.026 (partial coverage); Terminus-2 – Mistral Small 3.1 24B (Non-reasoning): $0.247 (partial coverage)$0$0.062$0.125$0.188$0.250$0.026gpt-oss-120b (high)$0.247Mistral Small 3.1 24B (Non-reasoning)
Data table: Cost per task
Cost per task
ModelCreatorCost per taskCoverage (attempts)
Terminus-2 – gpt-oss-120b (high)OpenAI$0.026869 of 870 planned attempts
Terminus-2 – Mistral Small 3.1 24B (Non-reasoning)Mistral AI$0.2479 of 351 planned attempts

Time per task

Average agent wall time per task · Lower is better

  • Partial coverage
Time per taskTerminus-2 – gpt-oss-120b (high): 4.6 min; Terminus-2 – Mistral Small 3.1 24B (Non-reasoning): 15.6 min (partial coverage)0m4m8m12m17m4.6 mingpt-oss-120b (high)15.6 minMistral Small 3.1 24B (Non-reasoning)
Data table: Time per task
Time per task
ModelCreatorTime per taskCoverage (attempts)
Terminus-2 – gpt-oss-120b (high)OpenAI4.6 min870 of 870 planned attempts
Terminus-2 – Mistral Small 3.1 24B (Non-reasoning)Mistral AI15.6 min9 of 351 planned attempts

Frequently asked questions

Which scores higher on the Geospatial Agent Index, Terminus-2 – gpt-oss-120b (high) or Terminus-2 – Mistral Small 3.1 24B (Non-reasoning)?
Not comparable yet: Terminus-2 – Mistral Small 3.1 24B (Non-reasoning) has scores on 1 of 4 benchmarks, so it is not yet ranked. Terminus-2 – gpt-oss-120b (high): 870 of 870 planned attempts. Terminus-2 – Mistral Small 3.1 24B (Non-reasoning): 9 of 351 planned attempts. Coverage is partial; scores can change as more attempts are decided.
Which is cheaper per task, Terminus-2 – gpt-oss-120b (high) or Terminus-2 – Mistral Small 3.1 24B (Non-reasoning)?
Terminus-2 – gpt-oss-120b (high), at $0.026 against $0.247 for Terminus-2 – Mistral Small 3.1 24B (Non-reasoning).
Which is faster per task, Terminus-2 – gpt-oss-120b (high) or Terminus-2 – Mistral Small 3.1 24B (Non-reasoning)?
Terminus-2 – gpt-oss-120b (high), at 4.6 min against 15.6 min for Terminus-2 – Mistral Small 3.1 24B (Non-reasoning).
Which has the larger context window, Terminus-2 – gpt-oss-120b (high) or Terminus-2 – Mistral Small 3.1 24B (Non-reasoning)?
They are level, at 128,000 tokens.

More: Terminus-2 – gpt-oss-120b (high) · Terminus-2 – Mistral Small 3.1 24B (Non-reasoning) · all comparisons