Axis Spatial

gpt-oss-120b (high), Terminus-2 vs. Nemotron 3 Ultra (high), Terminus-2

gpt-oss-120b (high), 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

gpt-oss-120b (high), Terminus-2 vs. Nemotron 3 Ultra (high), Terminus-2
Metricgpt-oss-120b (high), Terminus-2Nemotron 3 Ultra (high), Terminus-2
Geospatial Agent Index: Text only4668
Geospatial Agent Index: Text + visionNo image inputNo data
Earth-Bench V2 score5068
GeoBenchX score4565
GS-QA2 score4270
Vision agents scoreNo image inputNo data
GeoAgentBench score (Guided workflows; not in the Agent Index)7096
GeoAnalystBench score (Guided workflows; not in the Agent Index)5363
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 score4470
GIS analysis score4170
Climate and time series score5368
Spatial statistics score1531
Making maps score4070
Recognising infeasible requests score5868
Cost per task$0.026$0.069
Time per task (at 100 output tokens/s)3.0 min2.4 min
Tokens per attempt57k148k
Turns per attempt5.812.1
Input price per 1M tokens$0.35$0.50
Output price per 1M tokens$0.75$2.20
Context window128,000262,144
Image inputNoNo
DeveloperOpenAINVIDIA

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; gpt-oss-120b (high), Terminus-2: 46025507510068Nemotron 3 Ultra (high)46gpt-oss-120b (high)
Data table: Geospatial Agent Index
Geospatial Agent Index
ModelDeveloperGeospatial Agent Index
Nemotron 3 Ultra (high), Terminus-2NVIDIA68
gpt-oss-120b (high), Terminus-2OpenAI46

Cost per task

Average cost per task (USD) · Lower is better

Cost per taskCost per task in US dollars: gpt-oss-120b (high), Terminus-2: $0.026; Nemotron 3 Ultra (high), Terminus-2: $0.069$0$0.02$0.04$0.06$0.08$0.026gpt-oss-120b (high)$0.069Nemotron 3 Ultra (high)
Data table: Cost per task
Cost per task
ModelDeveloperCost per task
gpt-oss-120b (high), Terminus-2OpenAI$0.026
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; gpt-oss-120b (high), Terminus-2: 15k05k10k15k20k10kNemotron 3 Ultra (high)15kgpt-oss-120b (high)
Data table: Output tokens per task
Output tokens per task
ModelDeveloperOutput tokens per task
Nemotron 3 Ultra (high), Terminus-2NVIDIA10k
gpt-oss-120b (high), Terminus-2OpenAI15k

Frequently asked questions

Which scores higher on the Geospatial Agent Index, gpt-oss-120b (high), Terminus-2 or Nemotron 3 Ultra (high), Terminus-2?
Nemotron 3 Ultra (high), Terminus-2, 68 to 46.
Which is cheaper per task, gpt-oss-120b (high), Terminus-2 or Nemotron 3 Ultra (high), Terminus-2?
gpt-oss-120b (high), Terminus-2, $0.026 to $0.069.
Which writes fewer output tokens per task, gpt-oss-120b (high), Terminus-2 or Nemotron 3 Ultra (high), Terminus-2?
Nemotron 3 Ultra (high), Terminus-2, 10k to 15k.
Which has the larger context window, gpt-oss-120b (high), Terminus-2 or Nemotron 3 Ultra (high), Terminus-2?
Nemotron 3 Ultra (high), Terminus-2, 262,144 tokens to 128,000 tokens.

More: gpt-oss-120b (high), Terminus-2 · Nemotron 3 Ultra (high), Terminus-2 · All comparisons