Axis Spatial

Kimi K2.6 (Reasoning), Terminus-2 vs. Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2

Kimi K2.6 (Reasoning), Terminus-2 against Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2: Geospatial Agent Index, each evaluation, cost, time and tokens, on the same tasks and limits. Methodology.

Side by side

Kimi K2.6 (Reasoning), Terminus-2 vs. Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2
MetricKimi K2.6 (Reasoning), Terminus-2Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2
Geospatial Agent Index: Text only7020
Geospatial Agent Index: Text + visionNo dataNo data
Earth-Bench V2 score6829
GeoBenchX score6421
GS-QA2 score779
Vision agents scoreNo dataNo data
GeoAgentBench score (Guided workflows; not in the Agent Index)9026
GeoAnalystBench score (Guided workflows; not in the Agent Index)7916
OGD4All score (standalone; in no index)No dataNo data
GeoNatureAgent score (standalone; in no index)No dataNo data
MultiGlobeQA score (standalone; in no index)No dataNo data
GeoAgentEval score (standalone; in no index)No dataNo data
Remote sensing and raster analysis score7717
GIS analysis score746
Climate and time series score6927
Spatial statistics score150
Making maps score7716
Recognising infeasible requests score5733
Cost per task$0.089$0.13
Time per task (at 100 output tokens/s)3.5 min4.9 min
Tokens per attempt175k589k
Turns per attempt12.830.7
Input price per 1M tokens$0.95$0.20
Output price per 1M tokens$4.00$0.80
Context window262,144256,000
Image inputYesYes
DeveloperMoonshot AINVIDIA

Charts

Geospatial Agent Index

Equal average of Earth-Bench V2, GeoBenchX and GS-QA2, 0 to 100 · Higher is better

Geospatial Agent IndexScores 0 to 100: Kimi K2.6 (Reasoning), Terminus-2: 70; Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2: 20025507510070Kimi K2.6 (Reasoning)20Nemotron 3 Nano Omni 30B (Reasoning)
Data table: Geospatial Agent Index
Geospatial Agent Index
ModelDeveloperGeospatial Agent Index
Kimi K2.6 (Reasoning), Terminus-2Moonshot AI70
Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2NVIDIA20

Cost per task

Average cost per task (USD) · Lower is better

Cost per taskCost per task in US dollars: Kimi K2.6 (Reasoning), Terminus-2: $0.089; Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2: $0.13$0$0.05$0.10$0.15$0.20$0.089Kimi K2.6 (Reasoning)$0.13Nemotron 3 Nano Omni 30B (Reasoning)
Data table: Cost per task
Cost per task
ModelDeveloperCost per task
Kimi K2.6 (Reasoning), Terminus-2Moonshot AI$0.089
Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2NVIDIA$0.13

Output tokens per task

Average output tokens per attempt, reasoning included · Lower is better

Output tokens per taskOutput tokens per task: Kimi K2.6 (Reasoning), Terminus-2: 12k; Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2: 22k010k20k30k40k12kKimi K2.6 (Reasoning)22kNemotron 3 Nano Omni 30B (Reasoning)
Data table: Output tokens per task
Output tokens per task
ModelDeveloperOutput tokens per task
Kimi K2.6 (Reasoning), Terminus-2Moonshot AI12k
Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2NVIDIA22k

Frequently asked questions

Which scores higher on the Geospatial Agent Index, Kimi K2.6 (Reasoning), Terminus-2 or Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2?
Kimi K2.6 (Reasoning), Terminus-2, 70 to 20.
Which is cheaper per task, Kimi K2.6 (Reasoning), Terminus-2 or Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2?
Kimi K2.6 (Reasoning), Terminus-2, $0.089 to $0.13.
Which writes fewer output tokens per task, Kimi K2.6 (Reasoning), Terminus-2 or Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2?
Kimi K2.6 (Reasoning), Terminus-2, 12k to 22k.
Which has the larger context window, Kimi K2.6 (Reasoning), Terminus-2 or Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2?
Kimi K2.6 (Reasoning), Terminus-2, 262,144 tokens to 256,000 tokens.

More: Kimi K2.6 (Reasoning), Terminus-2 · Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2 · All comparisons