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MiniMax M3 (Reasoning) vs Nemotron 3.5 Super 120B (Reasoning)

Results updated 13 November 2026 · Both in Terminus-2 · How we benchmark

Verdict

MiniMax M3 (Reasoning)Not yet rankedno Earth-Bench V2, GeoBenchX or GS-QA2 score yet
Nemotron 3.5 Super 120B (Reasoning)56Geospatial Agent Index · rank 71 of 92

Not comparable yet: MiniMax M3 (Reasoning) is not yet ranked.

Cost per task
No data vs $0.014
Time per task
No data vs 13.8 min
Tokens per attempt
No data vs 105k
Image input
Yes vs No

Not yet ranked. MiniMax M3 (Reasoning), Terminus-2: no Earth-Bench V2, GeoBenchX or GS-QA2 score yet. Not in the Agent Index, cost and time charts until it has a score on every index evaluation. Results so far are in the side-by-side table.

Leaderboard

Charts for each: MiniMax M3 (Reasoning), Terminus-2 · Nemotron 3.5 Super 120B (Reasoning), Terminus-2.

Side by side

MiniMax M3 (Reasoning), Terminus-2 vs. Nemotron 3.5 Super 120B (Reasoning), Terminus-2
MetricMiniMax M3 (Reasoning), Terminus-2Nemotron 3.5 Super 120B (Reasoning), Terminus-2
Geospatial Agent Index: Text onlyNo data56
Geospatial Agent Index: Text + visionNo dataNo data
Earth-Bench V2 scoreNo data49
GeoBenchX scoreNo data56
GS-QA2 scoreNo data63
Vision agents scoreNo dataNo data
GeoAgentBench score (Guided workflows; not in the Agent Index)No data83
GeoAnalystBench score (Guided workflows; not in the Agent Index)No data79
OGD4All score (standalone; in no index)No data85
GeoNatureAgent score (standalone; in no index)No data96
MultiGlobeQA score (standalone; in no index)No data70
GeoAgentEval score (standalone; in no index)No data84
ImpactMesh score (standalone; in no index)No dataNo data
Remote sensing and raster analysis scoreNo data54
Change detection scoreNo data56
GIS analysis scoreNo data70
Climate and time series scoreNo data50
Making maps scoreNo data70
Cost per taskNo data$0.014
Time per task (at 100 output tokens/s)No data13.8 min
Tokens per attemptNo data105k
Turns per attemptNo data10.5
Input price per 1M tokens$0.30$0.20
Output price per 1M tokens$1.20$0.50
Context window1,048,576262,144
Image inputYesNo
DeveloperMiniMaxNVIDIA

Frequently asked questions

Which scores higher on the Geospatial Agent Index, MiniMax M3 (Reasoning), Terminus-2 or Nemotron 3.5 Super 120B (Reasoning), Terminus-2?
Not comparable yet: MiniMax M3 (Reasoning), Terminus-2 is not yet ranked (no Earth-Bench V2, GeoBenchX or GS-QA2 score yet).
Which is cheaper per task, MiniMax M3 (Reasoning), Terminus-2 or Nemotron 3.5 Super 120B (Reasoning), Terminus-2?
Not known yet: MiniMax M3 (Reasoning), Terminus-2 has no cost data.
Which writes fewer output tokens per task, MiniMax M3 (Reasoning), Terminus-2 or Nemotron 3.5 Super 120B (Reasoning), Terminus-2?
Not known yet: MiniMax M3 (Reasoning), Terminus-2 has no output tokens data.
Which has the larger context window, MiniMax M3 (Reasoning), Terminus-2 or Nemotron 3.5 Super 120B (Reasoning), Terminus-2?
MiniMax M3 (Reasoning), Terminus-2, 1,048,576 tokens to 262,144 tokens.