Axis Spatial

gpt-oss-120b (high), Terminus-2 vs. Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2

gpt-oss-120b (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

gpt-oss-120b (high), Terminus-2 vs. Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2
Metricgpt-oss-120b (high), Terminus-2Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2
Geospatial Agent Index: Text only4620
Geospatial Agent Index: Text + visionNo image inputNo data
Earth-Bench V2 score5029
GeoBenchX score4521
GS-QA2 score429
Vision agents scoreNo image inputNo data
GeoAgentBench score (Guided workflows; not in the Agent Index)7026
GeoAnalystBench score (Guided workflows; not in the Agent Index)5316
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 score4417
GIS analysis score416
Climate and time series score5327
Spatial statistics score150
Making maps score4016
Recognising infeasible requests score5833
Cost per task$0.026$0.13
Time per task (at 100 output tokens/s)3.0 min4.9 min
Tokens per attempt57k589k
Turns per attempt5.830.7
Input price per 1M tokens$0.35$0.20
Output price per 1M tokens$0.75$0.80
Context window128,000256,000
Image inputNoYes
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: gpt-oss-120b (high), Terminus-2: 46; Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2: 20025507510046gpt-oss-120b (high)20Nemotron 3 Nano Omni 30B (Reasoning)
Data table: Geospatial Agent Index
Geospatial Agent Index
ModelDeveloperGeospatial Agent Index
gpt-oss-120b (high), Terminus-2OpenAI46
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: gpt-oss-120b (high), Terminus-2: $0.026; Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2: $0.13$0$0.05$0.10$0.15$0.20$0.026gpt-oss-120b (high)$0.13Nemotron 3 Nano Omni 30B (Reasoning)
Data table: Cost per task
Cost per task
ModelDeveloperCost per task
gpt-oss-120b (high), Terminus-2OpenAI$0.026
Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2NVIDIA$0.13

Output tokens per task

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

Output tokens per taskOutput tokens per task: gpt-oss-120b (high), Terminus-2: 15k; Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2: 22k010k20k30k40k15kgpt-oss-120b (high)22kNemotron 3 Nano Omni 30B (Reasoning)
Data table: Output tokens per task
Output tokens per task
ModelDeveloperOutput tokens per task
gpt-oss-120b (high), Terminus-2OpenAI15k
Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2NVIDIA22k

Frequently asked questions

Which scores higher on the Geospatial Agent Index, gpt-oss-120b (high), Terminus-2 or Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2?
gpt-oss-120b (high), Terminus-2, 46 to 20.
Which is cheaper per task, gpt-oss-120b (high), Terminus-2 or Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2?
gpt-oss-120b (high), Terminus-2, $0.026 to $0.13.
Which writes fewer output tokens per task, gpt-oss-120b (high), Terminus-2 or Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2?
gpt-oss-120b (high), Terminus-2, 15k to 22k.
Which has the larger context window, gpt-oss-120b (high), Terminus-2 or Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2?
Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2, 256,000 tokens to 128,000 tokens.

More: gpt-oss-120b (high), Terminus-2 · Nemotron 3 Nano Omni 30B (Reasoning), Terminus-2 · All comparisons