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

Terminus-2 – DeepSeek V4 Pro (high), at 74 against 59 for Terminus-2 – Gemini 3.1 Flash-Lite (high). Terminus-2 – DeepSeek V4 Pro (high): 870 of 870 planned attempts. Terminus-2 – Gemini 3.1 Flash-Lite (high): 864 of 870 planned attempts (6 excluded). Coverage is partial; scores can change as more attempts are decided.

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

Terminus-2 – Gemini 3.1 Flash-Lite (high), at $0.021 against $0.273 for Terminus-2 – DeepSeek V4 Pro (high).

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

Terminus-2 – Gemini 3.1 Flash-Lite (high), at 1.9 min against 7.4 min for Terminus-2 – DeepSeek V4 Pro (high).

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

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

Terminus-2 – DeepSeek V4 Pro (high) vs. Terminus-2 – Gemini 3.1 Flash-Lite (high): geospatial agent comparison

Comparison between Terminus-2 – DeepSeek V4 Pro (high) and Terminus-2 – Gemini 3.1 Flash-Lite (high) 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 Pro (high) vs. Terminus-2 – Gemini 3.1 Flash-Lite (high)
Metric	Terminus-2 – DeepSeek V4 Pro (high)	Terminus-2 – Gemini 3.1 Flash-Lite (high)
Geospatial Agent Index	74 (attempts per task: 3)	59* (attempts per task: 3)
GeoAgentBench score	95	69
GeoBenchX score	54	53
Earth-Bench score	53	43
GeoAnalystBench score	95	70
Raster and remote sensing score	74	54
Vector and overlay score	72	65
Networks and routing score	93	60
Climate and time series score	71	57
Spatial statistics and interpolation score	50	46
Mapping and cartography score	70	66
Recognising infeasible requests score	46	48
Cost per task	$0.273	$0.021
Time per task	7.4 min	1.9 min
Tokens per attempt	216k	52k
Turns per attempt	12.8	5.9
Attempts decided	870	864
Input price per 1M tokens	$1.32	$0.25
Output price per 1M tokens	$3.96	$1.50
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 Pro (high)	DeepSeek	74 (attempts per task: 3)	No pending judgements	4 of 4	870 of 870 planned attempts
Terminus-2 – Gemini 3.1 Flash-Lite (high)	Google	59* (attempts per task: 3)	59 to 59	4 of 4	864 of 870 planned attempts (6 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 Pro (high)	DeepSeek	$0.273	870 of 870 planned attempts
Terminus-2 – Gemini 3.1 Flash-Lite (high)	Google	$0.021	865 of 870 planned attempts (6 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 Pro (high)	DeepSeek	7.4 min	870 of 870 planned attempts
Terminus-2 – Gemini 3.1 Flash-Lite (high)	Google	1.9 min	865 of 870 planned attempts (6 excluded)

Frequently asked questions

Which scores higher on the Geospatial Agent Index, Terminus-2 – DeepSeek V4 Pro (high) or Terminus-2 – Gemini 3.1 Flash-Lite (high)?: Terminus-2 – DeepSeek V4 Pro (high), at 74 against 59 for Terminus-2 – Gemini 3.1 Flash-Lite (high). Terminus-2 – DeepSeek V4 Pro (high): 870 of 870 planned attempts. Terminus-2 – Gemini 3.1 Flash-Lite (high): 864 of 870 planned attempts (6 excluded). Coverage is partial; scores can change as more attempts are decided.
Which is cheaper per task, Terminus-2 – DeepSeek V4 Pro (high) or Terminus-2 – Gemini 3.1 Flash-Lite (high)?: Terminus-2 – Gemini 3.1 Flash-Lite (high), at $0.021 against $0.273 for Terminus-2 – DeepSeek V4 Pro (high).
Which is faster per task, Terminus-2 – DeepSeek V4 Pro (high) or Terminus-2 – Gemini 3.1 Flash-Lite (high)?: Terminus-2 – Gemini 3.1 Flash-Lite (high), at 1.9 min against 7.4 min for Terminus-2 – DeepSeek V4 Pro (high).
Which has the larger context window, Terminus-2 – DeepSeek V4 Pro (high) or Terminus-2 – Gemini 3.1 Flash-Lite (high)?: They are level, at 1,048,576 tokens.

More: Terminus-2 – DeepSeek V4 Pro (high) · Terminus-2 – Gemini 3.1 Flash-Lite (high) · all comparisons