Axis Spatial

Nemotron 3 Ultra (high), Terminus-2 vs. Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2

Nemotron 3 Ultra (high), 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 Ultra (high), Terminus-2 vs. Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2
MetricNemotron 3 Ultra (high), Terminus-2Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2
Geospatial Agent Index: Text only6811
Geospatial Agent Index: Text + visionNo dataNo data
Earth-Bench V2 score6816
GeoBenchX score6512
GS-QA2 score704
Vision agents scoreNo dataNo data
GeoAgentBench score (Guided workflows; not in the Agent Index)9610
GeoAnalystBench score (Guided workflows; not in the Agent Index)6332
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 score7011
GIS analysis score707
Climate and time series score6815
Spatial statistics score310
Making maps score707
Recognising infeasible requests score6812
Cost per task$0.069$0.012
Time per task (at 100 output tokens/s)2.4 min4.9 min
Tokens per attempt148k249k
Turns per attempt12.117.3
Input price per 1M tokens$0.50$0.070
Output price per 1M tokens$2.20$0.20
Context window262,144262,144
Image inputNoNo
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 Ultra (high), Terminus-2: 68; Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2: 11025507510068Nemotron 3 Ultra (high)11Nemotron 3.5 Lightning 30B (Reasoning)
Data table: Geospatial Agent Index
Geospatial Agent Index
ModelDeveloperGeospatial Agent Index
Nemotron 3 Ultra (high), Terminus-2NVIDIA68
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 Ultra (high), Terminus-2: $0.069$0$0.02$0.04$0.06$0.08$0.012Nemotron 3.5 Lightning 30B (Reasoning)$0.069Nemotron 3 Ultra (high)
Data table: Cost per task
Cost per task
ModelDeveloperCost per task
Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2NVIDIA$0.012
Nemotron 3 Ultra (high), Terminus-2NVIDIA$0.069

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 Ultra (high), Terminus-2: 10k02k5k8k10k6kNemotron 3.5 Lightning 30B (Reasoning)10kNemotron 3 Ultra (high)
Data table: Output tokens per task
Output tokens per task
ModelDeveloperOutput tokens per task
Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2NVIDIA6k
Nemotron 3 Ultra (high), Terminus-2NVIDIA10k

Frequently asked questions

Which scores higher on the Geospatial Agent Index, Nemotron 3 Ultra (high), Terminus-2 or Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2?
Nemotron 3 Ultra (high), Terminus-2, 68 to 11.
Which is cheaper per task, Nemotron 3 Ultra (high), Terminus-2 or Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2?
Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2, $0.012 to $0.069.
Which writes fewer output tokens per task, Nemotron 3 Ultra (high), Terminus-2 or Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2?
Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2, 6k to 10k.
Which has the larger context window, Nemotron 3 Ultra (high), Terminus-2 or Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2?
They are level, at 262,144 tokens.

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