Which scores higher on the Geospatial Agent Index, Terminus-2 – DeepSeek V4 Flash (max) or Terminus-2 – Gemini 3.1 Pro (preview) (low)?

Terminus-2 – DeepSeek V4 Flash (max), at 74 against 65 for Terminus-2 – Gemini 3.1 Pro (preview) (low). Terminus-2 – DeepSeek V4 Flash (max): 344 of 870 planned attempts. Terminus-2 – Gemini 3.1 Pro (preview) (low): 870 of 870 planned attempts (22 excluded). Coverage is partial; scores can change as more attempts are decided.

Which is cheaper per task, Terminus-2 – DeepSeek V4 Flash (max) or Terminus-2 – Gemini 3.1 Pro (preview) (low)?

Terminus-2 – Gemini 3.1 Pro (preview) (low), at $0.061 against $0.067 for Terminus-2 – DeepSeek V4 Flash (max).

Which is faster per task, Terminus-2 – DeepSeek V4 Flash (max) or Terminus-2 – Gemini 3.1 Pro (preview) (low)?

Terminus-2 – Gemini 3.1 Pro (preview) (low), at 1.0 min against 9.3 min for Terminus-2 – DeepSeek V4 Flash (max).

Which has the larger context window, Terminus-2 – DeepSeek V4 Flash (max) or Terminus-2 – Gemini 3.1 Pro (preview) (low)?

They are level, at 1,048,576 tokens.

Terminus-2 – DeepSeek V4 Flash (max) vs. Terminus-2 – Gemini 3.1 Pro (preview) (low): geospatial agent comparison

Comparison between Terminus-2 – DeepSeek V4 Flash (max) and Terminus-2 – Gemini 3.1 Pro (preview) (low) on the Geospatial Agent Index, each benchmark, cost, time and token use, from the same tasks, agent and limits. Methodology.

Side by side

Terminus-2 – DeepSeek V4 Flash (max) vs. Terminus-2 – Gemini 3.1 Pro (preview) (low)
Metric	Terminus-2 – DeepSeek V4 Flash (max)	Terminus-2 – Gemini 3.1 Pro (preview) (low)
Geospatial Agent Index	74* (attempts per task: 1.2)	65 (attempts per task: 3)
GeoAgentBench score	99	83
GeoBenchX score	53	61
Earth-Bench score	46	42
GeoAnalystBench score	100	75
Raster and remote sensing score	70	58
Vector and overlay score	75	69
Networks and routing score	100	93
Climate and time series score	73	67
Spatial statistics and interpolation score	56	51
Mapping and cartography score	75	55
Recognising infeasible requests score	41	71
Cost per task	$0.067	$0.061
Time per task	9.3 min	1.0 min
Tokens per attempt	285k	19k
Turns per attempt	13.3	3.8
Attempts decided	344	870
Input price per 1M tokens	$0.44	$2.00
Output price per 1M tokens	$1.32	$12.00
Context window	1,048,576	1,048,576
Image input	No	Yes
Developer	DeepSeek	Google

Charts

Geospatial Agent Index

Equal-weight average of the evaluation scores, 0 to 100 · Higher is better

Partial coverage

Data table: Geospatial Agent Index

Geospatial Agent Index
Model	Creator	Geospatial Agent Index	Range while attempts are pending	Benchmarks covered	Coverage (attempts)
Terminus-2 – DeepSeek V4 Flash (max)	DeepSeek	74* (attempts per task: 1.2)	73 to 75	4 of 4	344 of 870 planned attempts
Terminus-2 – Gemini 3.1 Pro (preview) (low)	Google	65 (attempts per task: 3)	No pending judgements	4 of 4	870 of 870 planned attempts (22 excluded)

Cost per task

Average cost per task (USD) · Lower is better

Partial coverage

Data table: Cost per task

Cost per task
Model	Creator	Cost per task	Coverage (attempts)
Terminus-2 – DeepSeek V4 Flash (max)	DeepSeek	$0.067	353 of 870 planned attempts
Terminus-2 – Gemini 3.1 Pro (preview) (low)	Google	$0.061	870 of 870 planned attempts (22 excluded)

Time per task

Average agent wall time per task · Lower is better

Partial coverage

Data table: Time per task

Time per task
Model	Creator	Time per task	Coverage (attempts)
Terminus-2 – DeepSeek V4 Flash (max)	DeepSeek	9.3 min	353 of 870 planned attempts
Terminus-2 – Gemini 3.1 Pro (preview) (low)	Google	1.0 min	870 of 870 planned attempts (22 excluded)

Frequently asked questions

Which scores higher on the Geospatial Agent Index, Terminus-2 – DeepSeek V4 Flash (max) or Terminus-2 – Gemini 3.1 Pro (preview) (low)?: Terminus-2 – DeepSeek V4 Flash (max), at 74 against 65 for Terminus-2 – Gemini 3.1 Pro (preview) (low). Terminus-2 – DeepSeek V4 Flash (max): 344 of 870 planned attempts. Terminus-2 – Gemini 3.1 Pro (preview) (low): 870 of 870 planned attempts (22 excluded). Coverage is partial; scores can change as more attempts are decided.
Which is cheaper per task, Terminus-2 – DeepSeek V4 Flash (max) or Terminus-2 – Gemini 3.1 Pro (preview) (low)?: Terminus-2 – Gemini 3.1 Pro (preview) (low), at $0.061 against $0.067 for Terminus-2 – DeepSeek V4 Flash (max).
Which is faster per task, Terminus-2 – DeepSeek V4 Flash (max) or Terminus-2 – Gemini 3.1 Pro (preview) (low)?: Terminus-2 – Gemini 3.1 Pro (preview) (low), at 1.0 min against 9.3 min for Terminus-2 – DeepSeek V4 Flash (max).
Which has the larger context window, Terminus-2 – DeepSeek V4 Flash (max) or Terminus-2 – Gemini 3.1 Pro (preview) (low)?: They are level, at 1,048,576 tokens.

More: Terminus-2 – DeepSeek V4 Flash (max) · Terminus-2 – Gemini 3.1 Pro (preview) (low) · all comparisons