Axis Spatial

Gemini 3.1 Flash-Lite (high), Terminus-2 vs. MiniMax M3.1 Flash (max), Terminus-2

Gemini 3.1 Flash-Lite (high), Terminus-2 against MiniMax M3.1 Flash (max), Terminus-2: Geospatial Agent Index, each evaluation, cost, time and tokens, on the same tasks and limits. Methodology.

Side by side

Gemini 3.1 Flash-Lite (high), Terminus-2 vs. MiniMax M3.1 Flash (max), Terminus-2
MetricGemini 3.1 Flash-Lite (high), Terminus-2MiniMax M3.1 Flash (max), Terminus-2
Geospatial Agent Index: Text only5651
Geospatial Agent Index: Text + visionNo dataNo data
Earth-Bench V2 score5339
GeoBenchX score6142
GS-QA2 score5571
Vision agents scoreNo dataNo data
GeoAgentBench score (Guided workflows; not in the Agent Index)7088
GeoAnalystBench score (Guided workflows; not in the Agent Index)5847
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 score6057
GIS analysis score5277
Climate and time series score5434
Spatial statistics score3125
Making maps score6857
Recognising infeasible requests score6230
Cost per task$0.031$0.017
Time per task (at 100 output tokens/s)3.1 min8.4 min
Tokens per attempt86k254k
Turns per attempt10.113.2
Input price per 1M tokens$0.25$0.15
Output price per 1M tokens$1.50$0.60
Context window1,048,5761,000,000
Image inputYesYes
DeveloperGoogleOther

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: Gemini 3.1 Flash-Lite (high), Terminus-2: 56; MiniMax M3.1 Flash (max), Terminus-2: 51025507510056Gemini 3.1 Flash-Lite (high)51MiniMax M3.1 Flash (max)
Data table: Geospatial Agent Index
Geospatial Agent Index
ModelDeveloperGeospatial Agent Index
Gemini 3.1 Flash-Lite (high), Terminus-2Google56
MiniMax M3.1 Flash (max), Terminus-2Other51

Cost per task

Average cost per task (USD) · Lower is better

Cost per taskCost per task in US dollars: MiniMax M3.1 Flash (max), Terminus-2: $0.017; Gemini 3.1 Flash-Lite (high), Terminus-2: $0.031$0$0.01$0.02$0.03$0.04$0.017MiniMax M3.1 Flash (max)$0.031Gemini 3.1 Flash-Lite (high)
Data table: Cost per task
Cost per task
ModelDeveloperCost per task
MiniMax M3.1 Flash (max), Terminus-2Other$0.017
Gemini 3.1 Flash-Lite (high), Terminus-2Google$0.031

Output tokens per task

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

Output tokens per taskOutput tokens per task: Gemini 3.1 Flash-Lite (high), Terminus-2: 16k; MiniMax M3.1 Flash (max), Terminus-2: 18k05k10k15k20k16kGemini 3.1 Flash-Lite (high)18kMiniMax M3.1 Flash (max)
Data table: Output tokens per task
Output tokens per task
ModelDeveloperOutput tokens per task
Gemini 3.1 Flash-Lite (high), Terminus-2Google16k
MiniMax M3.1 Flash (max), Terminus-2Other18k

Frequently asked questions

Which scores higher on the Geospatial Agent Index, Gemini 3.1 Flash-Lite (high), Terminus-2 or MiniMax M3.1 Flash (max), Terminus-2?
Gemini 3.1 Flash-Lite (high), Terminus-2, 56 to 51.
Which is cheaper per task, Gemini 3.1 Flash-Lite (high), Terminus-2 or MiniMax M3.1 Flash (max), Terminus-2?
MiniMax M3.1 Flash (max), Terminus-2, $0.017 to $0.031.
Which writes fewer output tokens per task, Gemini 3.1 Flash-Lite (high), Terminus-2 or MiniMax M3.1 Flash (max), Terminus-2?
Gemini 3.1 Flash-Lite (high), Terminus-2, 16k to 18k.
Which has the larger context window, Gemini 3.1 Flash-Lite (high), Terminus-2 or MiniMax M3.1 Flash (max), Terminus-2?
Gemini 3.1 Flash-Lite (high), Terminus-2, 1,048,576 tokens to 1,000,000 tokens.

More: Gemini 3.1 Flash-Lite (high), Terminus-2 · MiniMax M3.1 Flash (max), Terminus-2 · All comparisons