Axis Spatial

Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2 vs. Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2

Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2 against Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2: Geospatial Agent Index, each evaluation, cost, time and tokens, on the same tasks and limits. Methodology.

Side by side

Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2 vs. Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2
MetricNemotron 3 Nano Omni 30B (Reasoning), Terminus-2Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2
Geospatial Agent Index: Text only2011
Geospatial Agent Index: Text + visionNo dataNo data
Earth-Bench V2 score2916
GeoBenchX score2112
GS-QA2 score94
Vision agents scoreNo dataNo data
GeoAgentBench score (Guided workflows; not in the Agent Index)2610
GeoAnalystBench score (Guided workflows; not in the Agent Index)1632
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 score1711
GIS analysis score67
Climate and time series score2715
Spatial statistics score00
Making maps score167
Recognising infeasible requests score3312
Cost per task$0.13$0.012
Time per task (at 100 output tokens/s)4.9 min4.9 min
Tokens per attempt589k249k
Turns per attempt30.717.3
Input price per 1M tokens$0.20$0.070
Output price per 1M tokens$0.80$0.20
Context window256,000262,144
Image inputYesNo
DeveloperNVIDIANVIDIA

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: Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2: 20; Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2: 11025507510020Nemotron 3 Nano Omni 30B (Reasoning)11Nemotron 3.5 Lightning 30B (Reasoning)
Data table: Geospatial Agent Index
Geospatial Agent Index
ModelDeveloperGeospatial Agent Index
Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2NVIDIA20
Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2NVIDIA11

Cost per task

Average cost per task (USD) · Lower is better

Cost per taskCost per task in US dollars: Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2: $0.012; Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2: $0.13$0$0.05$0.10$0.15$0.20$0.012Nemotron 3.5 Lightning 30B (Reasoning)$0.13Nemotron 3 Nano Omni 30B (Reasoning)
Data table: Cost per task

Output tokens per task

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

Output tokens per taskOutput tokens per task: Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2: 6k; Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2: 22k010k20k30k40k6kNemotron 3.5 Lightning 30B (Reasoning)22kNemotron 3 Nano Omni 30B (Reasoning)
Data table: Output tokens per task
Output tokens per task
ModelDeveloperOutput tokens per task
Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2NVIDIA6k
Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2NVIDIA22k

Frequently asked questions

Which scores higher on the Geospatial Agent Index, Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2 or Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2?
Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2, 20 to 11.
Which is cheaper per task, Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2 or Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2?
Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2, $0.012 to $0.13.
Which writes fewer output tokens per task, Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2 or Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2?
Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2, 6k to 22k.
Which has the larger context window, Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2 or Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2?
Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2, 262,144 tokens to 256,000 tokens.

More: Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2 · Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2 · All comparisons