Axis Spatial

Gemma 4 26B A4B (Reasoning), Terminus-2 vs. MiniMax M3.1 Flash (max), Terminus-2

Gemma 4 26B A4B (Reasoning), 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

Gemma 4 26B A4B (Reasoning), Terminus-2 vs. MiniMax M3.1 Flash (max), Terminus-2
MetricGemma 4 26B A4B (Reasoning), Terminus-2MiniMax M3.1 Flash (max), Terminus-2
Geospatial Agent Index: Text only5651
Geospatial Agent Index: Text + visionNo dataNo data
Earth-Bench V2 score4639
GeoBenchX score6342
GS-QA2 score5871
Vision agents scoreNo dataNo data
GeoAgentBench score (Guided workflows; not in the Agent Index)8688
GeoAnalystBench score (Guided workflows; not in the Agent Index)6347
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 score5957
GIS analysis score5777
Climate and time series score4734
Spatial statistics score3125
Making maps score7057
Recognising infeasible requests score6330
Cost per task$0.021$0.017
Time per task (at 100 output tokens/s)5.6 min8.4 min
Tokens per attempt168k254k
Turns per attempt14.613.2
Input price per 1M tokens$0.10$0.15
Output price per 1M tokens$0.30$0.60
Context window256,0001,000,000
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: Gemma 4 26B A4B (Reasoning), Terminus-2: 56; MiniMax M3.1 Flash (max), Terminus-2: 51025507510056Gemma 4 26B A4B (Reasoning)51MiniMax M3.1 Flash (max)
Data table: Geospatial Agent Index
Geospatial Agent Index
ModelDeveloperGeospatial Agent Index
Gemma 4 26B A4B (Reasoning), 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; Gemma 4 26B A4B (Reasoning), Terminus-2: $0.021$0$0.01$0.02$0.03$0.04$0.017MiniMax M3.1 Flash (max)$0.021Gemma 4 26B A4B (Reasoning)
Data table: Cost per task
Cost per task
ModelDeveloperCost per task
MiniMax M3.1 Flash (max), Terminus-2Other$0.017
Gemma 4 26B A4B (Reasoning), Terminus-2Google$0.021

Output tokens per task

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

Output tokens per taskOutput tokens per task: MiniMax M3.1 Flash (max), Terminus-2: 18k; Gemma 4 26B A4B (Reasoning), Terminus-2: 21k010k20k30k40k18kMiniMax M3.1 Flash (max)21kGemma 4 26B A4B (Reasoning)
Data table: Output tokens per task
Output tokens per task
ModelDeveloperOutput tokens per task
MiniMax M3.1 Flash (max), Terminus-2Other18k
Gemma 4 26B A4B (Reasoning), Terminus-2Google21k

Frequently asked questions

Which scores higher on the Geospatial Agent Index, Gemma 4 26B A4B (Reasoning), Terminus-2 or MiniMax M3.1 Flash (max), Terminus-2?
Gemma 4 26B A4B (Reasoning), Terminus-2, 56 to 51.
Which is cheaper per task, Gemma 4 26B A4B (Reasoning), Terminus-2 or MiniMax M3.1 Flash (max), Terminus-2?
MiniMax M3.1 Flash (max), Terminus-2, $0.017 to $0.021.
Which writes fewer output tokens per task, Gemma 4 26B A4B (Reasoning), Terminus-2 or MiniMax M3.1 Flash (max), Terminus-2?
MiniMax M3.1 Flash (max), Terminus-2, 18k to 21k.
Which has the larger context window, Gemma 4 26B A4B (Reasoning), Terminus-2 or MiniMax M3.1 Flash (max), Terminus-2?
MiniMax M3.1 Flash (max), Terminus-2, 1,000,000 tokens to 256,000 tokens.

More: Gemma 4 26B A4B (Reasoning), Terminus-2 · MiniMax M3.1 Flash (max), Terminus-2 · All comparisons