Axis Spatial

DeepSeek V4 Flash (max), Terminus-2 vs. Nemotron 3 Ultra (high), Terminus-2

DeepSeek V4 Flash (max), Terminus-2 against Nemotron 3 Ultra (high), Terminus-2: Geospatial Agent Index, each evaluation, cost, time and tokens, on the same tasks and limits. Methodology.

Side by side

DeepSeek V4 Flash (max), Terminus-2 vs. Nemotron 3 Ultra (high), Terminus-2
MetricDeepSeek V4 Flash (max), Terminus-2Nemotron 3 Ultra (high), Terminus-2
Geospatial Agent Index: Text only6968
Geospatial Agent Index: Text + visionNo image inputNo data
Earth-Bench V2 score6668
GeoBenchX score6265
GS-QA2 score8070
Vision agents scoreNo image inputNo data
GeoAgentBench score (Guided workflows; not in the Agent Index)9696
GeoAnalystBench score (Guided workflows; not in the Agent Index)9563
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 score7870
GIS analysis score7570
Climate and time series score6668
Spatial statistics score2331
Making maps score7970
Recognising infeasible requests score5368
Cost per task$0.062$0.069
Time per task (at 100 output tokens/s)5.7 min2.4 min
Tokens per attempt303k148k
Turns per attempt14.412.1
Input price per 1M tokens$0.44$0.50
Output price per 1M tokens$1.32$2.20
Context window1,048,576262,144
Image inputNoNo
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 Flash (max), Terminus-2: 69; Nemotron 3 Ultra (high), Terminus-2: 68025507510069DeepSeek V4 Flash (max)68Nemotron 3 Ultra (high)
Data table: Geospatial Agent Index
Geospatial Agent Index
ModelDeveloperGeospatial Agent Index
DeepSeek V4 Flash (max), Terminus-2DeepSeek69
Nemotron 3 Ultra (high), Terminus-2NVIDIA68

Cost per task

Average cost per task (USD) · Lower is better

Cost per taskCost per task in US dollars: DeepSeek V4 Flash (max), Terminus-2: $0.062; Nemotron 3 Ultra (high), Terminus-2: $0.069$0$0.02$0.04$0.06$0.08$0.062DeepSeek V4 Flash (max)$0.069Nemotron 3 Ultra (high)
Data table: Cost per task
Cost per task
ModelDeveloperCost per task
DeepSeek V4 Flash (max), Terminus-2DeepSeek$0.062
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 Ultra (high), Terminus-2: 10k; DeepSeek V4 Flash (max), Terminus-2: 29k010k20k30k40k10kNemotron 3 Ultra (high)29kDeepSeek V4 Flash (max)
Data table: Output tokens per task
Output tokens per task
ModelDeveloperOutput tokens per task
Nemotron 3 Ultra (high), Terminus-2NVIDIA10k
DeepSeek V4 Flash (max), Terminus-2DeepSeek29k

Frequently asked questions

Which scores higher on the Geospatial Agent Index, DeepSeek V4 Flash (max), Terminus-2 or Nemotron 3 Ultra (high), Terminus-2?
DeepSeek V4 Flash (max), Terminus-2, 69 to 68.
Which is cheaper per task, DeepSeek V4 Flash (max), Terminus-2 or Nemotron 3 Ultra (high), Terminus-2?
DeepSeek V4 Flash (max), Terminus-2, $0.062 to $0.069.
Which writes fewer output tokens per task, DeepSeek V4 Flash (max), Terminus-2 or Nemotron 3 Ultra (high), Terminus-2?
Nemotron 3 Ultra (high), Terminus-2, 10k to 29k.
Which has the larger context window, DeepSeek V4 Flash (max), Terminus-2 or Nemotron 3 Ultra (high), Terminus-2?
DeepSeek V4 Flash (max), Terminus-2, 1,048,576 tokens to 262,144 tokens.

More: DeepSeek V4 Flash (max), Terminus-2 · Nemotron 3 Ultra (high), Terminus-2 · All comparisons