Axis Spatial

Claude Sonnet 4.6 (high), Terminus-2 vs. Nemotron 3 Ultra (high), Terminus-2

Claude Sonnet 4.6 (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

Claude Sonnet 4.6 (high), Terminus-2 vs. Nemotron 3 Ultra (high), Terminus-2
MetricClaude Sonnet 4.6 (high), Terminus-2Nemotron 3 Ultra (high), Terminus-2
Geospatial Agent Index: Text only5868
Geospatial Agent Index: Text + visionNo dataNo data
Earth-Bench V2 score5968
GeoBenchX score5765
GS-QA2 scoreNo data70
Vision agents scoreNo dataNo data
GeoAgentBench score (Guided workflows; not in the Agent Index)9696
GeoAnalystBench score (Guided workflows; not in the Agent Index)10063
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 score5870
GIS analysis score4070
Climate and time series score7368
Spatial statistics score4631
Making maps score7570
Recognising infeasible requests score4068
Cost per task$0.25$0.069
Time per task (at 100 output tokens/s)3.2 min2.4 min
Tokens per attempt76k148k
Turns per attempt6.912.1
Input price per 1M tokens$3.00$0.50
Output price per 1M tokens$15.00$2.20
Context window1,000,000262,144
Image inputYesNo
DeveloperAnthropicNVIDIA

Charts

Not yet ranked. Claude Sonnet 4.6 (high), Terminus-2: no GS-QA2 score yet. Grey placeholders mark these entries in the index, cost and output token charts; their height is not a value. Bars appear once it has a score on every index evaluation. Results so far are in the side-by-side table.

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; Claude Sonnet 4.6 (high), Terminus-2: Not yet ranked025507510068Nemotron 3 Ultra (high)Not yetrankedClaude Sonnet 4.6 (high)
Data table: Geospatial Agent Index
Geospatial Agent Index
ModelDeveloperGeospatial Agent Index
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: Nemotron 3 Ultra (high), Terminus-2: $0.069; Claude Sonnet 4.6 (high), Terminus-2: Not yet ranked$0$0.02$0.04$0.06$0.08$0.069Nemotron 3 Ultra (high)Not yetrankedClaude Sonnet 4.6 (high)
How to read this chart

Not shown: not yet ranked. 1 entry: no GS-QA2 score yet. Every entry is on the models page.

Data table: Cost per task
Cost per task
ModelDeveloperCost per task
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; Claude Sonnet 4.6 (high), Terminus-2: Not yet ranked02k5k8k10k10kNemotron 3 Ultra (high)Not yetrankedClaude Sonnet 4.6 (high)
How to read this chart

Not shown: not yet ranked. 1 entry: no GS-QA2 score yet. Every entry is on the models page.

Data table: Output tokens per task
Output tokens per task
ModelDeveloperOutput tokens per task
Nemotron 3 Ultra (high), Terminus-2NVIDIA10k

Frequently asked questions

Which scores higher on the Geospatial Agent Index, Claude Sonnet 4.6 (high), Terminus-2 or Nemotron 3 Ultra (high), Terminus-2?
Not comparable yet: Claude Sonnet 4.6 (high), Terminus-2 is not yet ranked (no GS-QA2 score yet).
Which is cheaper per task, Claude Sonnet 4.6 (high), Terminus-2 or Nemotron 3 Ultra (high), Terminus-2?
Nemotron 3 Ultra (high), Terminus-2, $0.069 to $0.25.
Which writes fewer output tokens per task, Claude Sonnet 4.6 (high), Terminus-2 or Nemotron 3 Ultra (high), Terminus-2?
Nemotron 3 Ultra (high), Terminus-2, 10k to 11k.
Which has the larger context window, Claude Sonnet 4.6 (high), Terminus-2 or Nemotron 3 Ultra (high), Terminus-2?
Claude Sonnet 4.6 (high), Terminus-2, 1,000,000 tokens to 262,144 tokens.

More: Claude Sonnet 4.6 (high), Terminus-2 · Nemotron 3 Ultra (high), Terminus-2 · All comparisons