Axis Spatial

Terminus-2 – gpt-oss-120b (high) vs. Kimi Code – Kimi K2.7 Code (always on): geospatial agent comparison

Comparison between Terminus-2 – gpt-oss-120b (high) and Kimi Code – Kimi K2.7 Code (always on) 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. Kimi Code – Kimi K2.7 Code (always on)
MetricTerminus-2 – gpt-oss-120b (high)Kimi Code – Kimi K2.7 Code (always on)
Geospatial Agent Index34*54* (partial: attempt 1 on 82 of 320 tasks)
Earth-Bench V2 score3258
GeoBenchX score3649
GeoAgentBench score (guided GIS workflow; outside the index)66No data
GeoAnalystBench score (guided GIS workflow; outside the index)58No data
Raster and remote sensing score2967
Vector and overlay score500
Networks and routing scoreNo dataNo data
Climate and time series score380
Spatial statistics and interpolation score017
Mapping and cartography score3281
Recognising infeasible requests score4431
Cost per task$0.033$0.227
Time per task5.2 min8.3 min
Tokens per attempt79k802k
Turns per attempt6.2No data
Attempts decided32079
Input price per 1M tokens$0.35$0.95
Output price per 1M tokens$0.75$4.00
Context window128,000262,144
Image inputNoYes
DeveloperOpenAIMoonshot AI

Charts

Partial coverage. Kimi Code – Kimi K2.7 Code (always on): 12 of 147 Earth-Bench V2 tasks; 70 of 173 GeoBenchX tasks. Grey placeholders identify these entries in the index, cost and time charts; their height does not represent a value. Comparable bars appear when first-attempt coverage is complete. Their available results remain in the side-by-side table.

Geospatial Agent Index

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

  • Planned attempts still to come
Geospatial Agent IndexTerminus-2 – gpt-oss-120b (high): 34* (partial coverage); Kimi Code – Kimi K2.7 Code (always on): Partial025507510034*gpt-oss-120b (high)PartialKimi K2.7 Code (always on)
Data table: Geospatial Agent Index
Geospatial Agent Index
ModelCreatorGeospatial Agent IndexRange while attempts are pendingBenchmarks coveredCoverage (attempts)
Terminus-2 – gpt-oss-120b (high)OpenAI34*No pending judgements; coverage incomplete2 of 2320 of 614 planned attempts

Cost per task

Average cost per task (USD) · Lower is better

  • Planned attempts still to come
Cost per taskTerminus-2 – gpt-oss-120b (high): $0.033 (partial coverage); Kimi Code – Kimi K2.7 Code (always on): Partial$0$0.010$0.020$0.030$0.040$0.033gpt-oss-120b (high)PartialKimi K2.7 Code (always on)
How to read this chart

Not shown: partial coverage. Kimi Code – Kimi K2.7 Code (always on).

Data table: Cost per task
Cost per task
ModelCreatorCost per taskCoverage (attempts)
Terminus-2 – gpt-oss-120b (high)OpenAI$0.033320 of 614 planned attempts

Time per task

Average agent wall time per task · Lower is better

  • Planned attempts still to come
Time per taskTerminus-2 – gpt-oss-120b (high): 5.2 min (partial coverage); Kimi Code – Kimi K2.7 Code (always on): Partial0m2m3m5m7m5.2 mingpt-oss-120b (high)PartialKimi K2.7 Code (always on)
How to read this chart

Not shown: partial coverage. Kimi Code – Kimi K2.7 Code (always on).

Data table: Time per task
Time per task
ModelCreatorTime per taskCoverage (attempts)
Terminus-2 – gpt-oss-120b (high)OpenAI5.2 min320 of 614 planned attempts

Frequently asked questions

Which scores higher on the Geospatial Agent Index, Terminus-2 – gpt-oss-120b (high) or Kimi Code – Kimi K2.7 Code (always on)?
Not comparable yet: Kimi Code – Kimi K2.7 Code (always on) has partial coverage (12 of 147 Earth-Bench V2 tasks; 70 of 173 GeoBenchX tasks), so it is not ranked. Terminus-2 – gpt-oss-120b (high): 320 of 614 planned attempts. Kimi Code – Kimi K2.7 Code (always on): 79 of 614 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 Kimi Code – Kimi K2.7 Code (always on)?
Terminus-2 – gpt-oss-120b (high), at $0.033 against $0.227 for Kimi Code – Kimi K2.7 Code (always on).
Which is faster per task, Terminus-2 – gpt-oss-120b (high) or Kimi Code – Kimi K2.7 Code (always on)?
Terminus-2 – gpt-oss-120b (high), at 5.2 min against 8.3 min for Kimi Code – Kimi K2.7 Code (always on).
Which has the larger context window, Terminus-2 – gpt-oss-120b (high) or Kimi Code – Kimi K2.7 Code (always on)?
Kimi Code – Kimi K2.7 Code (always on), at 262,144 tokens against 128,000 tokens for Terminus-2 – gpt-oss-120b (high).

More: Terminus-2 – gpt-oss-120b (high) · Kimi Code – Kimi K2.7 Code (always on) · all comparisons