Axis Spatial

DeepSeek V4 Pro (high), Terminus-2 vs. Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2

DeepSeek V4 Pro (high), 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

DeepSeek V4 Pro (high), Terminus-2 vs. Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2
MetricDeepSeek V4 Pro (high), Terminus-2Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2
Geospatial Agent Index: Text only7020
Geospatial Agent Index: Text + visionNo image inputNo data
Earth-Bench V2 score6829
GeoBenchX score6521
GS-QA2 score779
Vision agents scoreNo image inputNo data
GeoAgentBench score (Guided workflows; not in the Agent Index)9626
GeoAnalystBench score (Guided workflows; not in the Agent Index)10016
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 score736
Climate and time series score6627
Spatial statistics score230
Making maps score8116
Recognising infeasible requests score6233
Cost per task$0.30$0.13
Time per task (at 100 output tokens/s)4.0 min4.9 min
Tokens per attempt242k589k
Turns per attempt13.930.7
Input price per 1M tokens$1.32$0.20
Output price per 1M tokens$3.96$0.80
Context window1,048,576256,000
Image inputNoYes
DeveloperDeepSeekNVIDIA

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: DeepSeek V4 Pro (high), Terminus-2: 70; Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2: 20025507510070DeepSeek V4 Pro (high)20Nemotron 3 Nano Omni 30B (Reasoning)
Data table: Geospatial Agent Index
Geospatial Agent Index
ModelDeveloperGeospatial Agent Index
DeepSeek V4 Pro (high), Terminus-2DeepSeek70
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: Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2: $0.13; DeepSeek V4 Pro (high), Terminus-2: $0.30$0$0.10$0.20$0.30$0.40$0.13Nemotron 3 Nano Omni 30B (Reasoning)$0.30DeepSeek V4 Pro (high)
Data table: Cost per task
Cost per task
ModelDeveloperCost per task
Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2NVIDIA$0.13
DeepSeek V4 Pro (high), Terminus-2DeepSeek$0.30

Output tokens per task

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

Output tokens per taskOutput tokens per task: DeepSeek V4 Pro (high), Terminus-2: 20k; Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2: 22k010k20k30k40k20kDeepSeek V4 Pro (high)22kNemotron 3 Nano Omni 30B (Reasoning)
Data table: Output tokens per task
Output tokens per task
ModelDeveloperOutput tokens per task
DeepSeek V4 Pro (high), Terminus-2DeepSeek20k
Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2NVIDIA22k

Frequently asked questions

Which scores higher on the Geospatial Agent Index, DeepSeek V4 Pro (high), Terminus-2 or Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2?
DeepSeek V4 Pro (high), Terminus-2, 70 to 20.
Which is cheaper per task, DeepSeek V4 Pro (high), Terminus-2 or Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2?
Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2, $0.13 to $0.30.
Which writes fewer output tokens per task, DeepSeek V4 Pro (high), Terminus-2 or Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2?
DeepSeek V4 Pro (high), Terminus-2, 20k to 22k.
Which has the larger context window, DeepSeek V4 Pro (high), Terminus-2 or Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2?
DeepSeek V4 Pro (high), Terminus-2, 1,048,576 tokens to 256,000 tokens.

More: DeepSeek V4 Pro (high), Terminus-2 · Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2 · All comparisons