Axis Spatial

Gemma 4 26B A4B (Reasoning), Terminus-2 vs. Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2

Gemma 4 26B A4B (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

Gemma 4 26B A4B (Reasoning), Terminus-2 vs. Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2
MetricGemma 4 26B A4B (Reasoning), Terminus-2Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2
Geospatial Agent Index: Text only5611
Geospatial Agent Index: Text + visionNo dataNo data
Earth-Bench V2 score4616
GeoBenchX score6312
GS-QA2 score584
Vision agents scoreNo dataNo data
GeoAgentBench score (Guided workflows; not in the Agent Index)8610
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 score5911
GIS analysis score577
Climate and time series score4715
Spatial statistics score310
Making maps score707
Recognising infeasible requests score6312
Cost per task$0.021$0.012
Time per task (at 100 output tokens/s)5.6 min4.9 min
Tokens per attempt168k249k
Turns per attempt14.617.3
Input price per 1M tokens$0.10$0.070
Output price per 1M tokens$0.30$0.20
Context window256,000262,144
Image inputYesNo
DeveloperGoogleNVIDIA

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: Gemma 4 26B A4B (Reasoning), Terminus-2: 56; Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2: 11025507510056Gemma 4 26B A4B (Reasoning)11Nemotron 3.5 Lightning 30B (Reasoning)
Data table: Geospatial Agent Index
Geospatial Agent Index
ModelDeveloperGeospatial Agent Index
Gemma 4 26B A4B (Reasoning), Terminus-2Google56
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; Gemma 4 26B A4B (Reasoning), Terminus-2: $0.021$0$0.01$0.02$0.03$0.04$0.012Nemotron 3.5 Lightning 30B (Reasoning)$0.021Gemma 4 26B A4B (Reasoning)
Data table: Cost per task
Cost per task
ModelDeveloperCost per task
Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2NVIDIA$0.012
Gemma 4 26B A4B (Reasoning), Terminus-2Google$0.021

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; Gemma 4 26B A4B (Reasoning), Terminus-2: 21k010k20k30k40k6kNemotron 3.5 Lightning 30B (Reasoning)21kGemma 4 26B A4B (Reasoning)
Data table: Output tokens per task
Output tokens per task
ModelDeveloperOutput tokens per task
Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2NVIDIA6k
Gemma 4 26B A4B (Reasoning), Terminus-2Google21k

Frequently asked questions

Which scores higher on the Geospatial Agent Index, Gemma 4 26B A4B (Reasoning), Terminus-2 or Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2?
Gemma 4 26B A4B (Reasoning), Terminus-2, 56 to 11.
Which is cheaper per task, Gemma 4 26B A4B (Reasoning), Terminus-2 or Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2?
Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2, $0.012 to $0.021.
Which writes fewer output tokens per task, Gemma 4 26B A4B (Reasoning), Terminus-2 or Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2?
Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2, 6k to 21k.
Which has the larger context window, Gemma 4 26B A4B (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: Gemma 4 26B A4B (Reasoning), Terminus-2 · Nemotron 3.5 Lightning 30B (Reasoning), Terminus-2 · All comparisons