Axis Spatial

Terminus-2 – Kimi K2.6 (always on) vs. Terminus-2 – Kimi K2.7 Code (always on): geospatial agent comparison

Comparison between Terminus-2 – Kimi K2.6 (always on) and Terminus-2 – 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 – Kimi K2.6 (always on) vs. Terminus-2 – Kimi K2.7 Code (always on)
MetricTerminus-2 – Kimi K2.6 (always on)Terminus-2 – Kimi K2.7 Code (always on)
Geospatial Agent Index7274
GeoAgentBench score9591
GeoBenchX score5754
Earth-Bench score4962
GeoAnalystBench score8988
Raster and remote sensing score7274
Vector and overlay score7678
Networks and routing score9387
Climate and time series score7178
Spatial statistics and interpolation score5760
Mapping and cartography score7372
Recognising infeasible requests score4541
Cost per task$0.072$0.119
Time per task6.8 min6.5 min
Tokens per attempt140k290k
Turns per attempt11.314.1
Attempts decided870870
Input price per 1M tokens$0.95$0.95
Output price per 1M tokens$4.00$4.00
Context window262,144262,144
Image inputYesYes
DeveloperMoonshot AIMoonshot AI

Charts

Geospatial Agent Index

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

Geospatial Agent IndexTerminus-2 – Kimi K2.7 Code (always on): 74; Terminus-2 – Kimi K2.6 (always on): 72025507510074Kimi K2.7 Code (always on)72Kimi K2.6 (always on)
Data table: Geospatial Agent Index
Geospatial Agent Index
ModelCreatorGeospatial Agent IndexRange while attempts are pendingBenchmarks coveredCoverage (attempts)
Terminus-2 – Kimi K2.7 Code (always on)Moonshot AI74No pending judgements4 of 4870 of 870 planned attempts
Terminus-2 – Kimi K2.6 (always on)Moonshot AI72No pending judgements4 of 4870 of 870 planned attempts

Cost per task

Average cost per task (USD) · Lower is better

Cost per taskTerminus-2 – Kimi K2.6 (always on): $0.072; Terminus-2 – Kimi K2.7 Code (always on): $0.119$0$0.030$0.060$0.090$0.120$0.072Kimi K2.6 (always on)$0.119Kimi K2.7 Code (always on)
Data table: Cost per task
Cost per task
ModelCreatorCost per taskCoverage (attempts)
Terminus-2 – Kimi K2.6 (always on)Moonshot AI$0.072870 of 870 planned attempts
Terminus-2 – Kimi K2.7 Code (always on)Moonshot AI$0.119870 of 870 planned attempts

Time per task

Average agent wall time per task · Lower is better

Time per taskTerminus-2 – Kimi K2.7 Code (always on): 6.5 min; Terminus-2 – Kimi K2.6 (always on): 6.8 min0m2m4m6m8m6.5 minKimi K2.7 Code (always on)6.8 minKimi K2.6 (always on)
Data table: Time per task
Time per task
ModelCreatorTime per taskCoverage (attempts)
Terminus-2 – Kimi K2.6 (always on)Moonshot AI6.8 min870 of 870 planned attempts
Terminus-2 – Kimi K2.7 Code (always on)Moonshot AI6.5 min870 of 870 planned attempts

Frequently asked questions

Which scores higher on the Geospatial Agent Index, Terminus-2 – Kimi K2.6 (always on) or Terminus-2 – Kimi K2.7 Code (always on)?
Terminus-2 – Kimi K2.7 Code (always on), at 74 against 72 for Terminus-2 – Kimi K2.6 (always on). Terminus-2 – Kimi K2.6 (always on): 870 of 870 planned attempts. Terminus-2 – Kimi K2.7 Code (always on): 870 of 870 planned attempts.
Which is cheaper per task, Terminus-2 – Kimi K2.6 (always on) or Terminus-2 – Kimi K2.7 Code (always on)?
Terminus-2 – Kimi K2.6 (always on), at $0.072 against $0.119 for Terminus-2 – Kimi K2.7 Code (always on).
Which is faster per task, Terminus-2 – Kimi K2.6 (always on) or Terminus-2 – Kimi K2.7 Code (always on)?
Terminus-2 – Kimi K2.7 Code (always on), at 6.5 min against 6.8 min for Terminus-2 – Kimi K2.6 (always on).
Which has the larger context window, Terminus-2 – Kimi K2.6 (always on) or Terminus-2 – Kimi K2.7 Code (always on)?
They are level, at 262,144 tokens.

More: Terminus-2 – Kimi K2.6 (always on) · Terminus-2 – Kimi K2.7 Code (always on) · all comparisons