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

Terminus-2 – DeepSeek V4 Flash (high), at 71 against 59 for Terminus-2 – Gemini 3.1 Flash-Lite (high). Terminus-2 – DeepSeek V4 Flash (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 Flash (high) or Terminus-2 – Gemini 3.1 Flash-Lite (high)?

Terminus-2 – Gemini 3.1 Flash-Lite (high), at $0.021 against $0.067 for Terminus-2 – DeepSeek V4 Flash (high).

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

Terminus-2 – Gemini 3.1 Flash-Lite (high), at 1.9 min against 9.7 min for Terminus-2 – DeepSeek V4 Flash (high).

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

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

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

Comparison between Terminus-2 – DeepSeek V4 Flash (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 Flash (high) vs. Terminus-2 – Gemini 3.1 Flash-Lite (high)
Metric	Terminus-2 – DeepSeek V4 Flash (high)	Terminus-2 – Gemini 3.1 Flash-Lite (high)
Geospatial Agent Index	71 (attempts per task: 3)	59* (attempts per task: 3)
GeoAgentBench score	95	69
GeoBenchX score	54	53
Earth-Bench score	41	43
GeoAnalystBench score	93	70
Raster and remote sensing score	67	54
Vector and overlay score	72	65
Networks and routing score	87	60
Climate and time series score	64	57
Spatial statistics and interpolation score	58	46
Mapping and cartography score	76	66
Recognising infeasible requests score	40	48
Cost per task	$0.067	$0.021
Time per task	9.7 min	1.9 min
Tokens per attempt	313k	52k
Turns per attempt	14.3	5.9
Attempts decided	870	864
Input price per 1M tokens	$0.44	$0.25
Output price per 1M tokens	$1.32	$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 Flash (high)	DeepSeek	71 (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 Flash (high)	DeepSeek	$0.067	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 Flash (high)	DeepSeek	9.7 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 Flash (high) or Terminus-2 – Gemini 3.1 Flash-Lite (high)?: Terminus-2 – DeepSeek V4 Flash (high), at 71 against 59 for Terminus-2 – Gemini 3.1 Flash-Lite (high). Terminus-2 – DeepSeek V4 Flash (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 Flash (high) or Terminus-2 – Gemini 3.1 Flash-Lite (high)?: Terminus-2 – Gemini 3.1 Flash-Lite (high), at $0.021 against $0.067 for Terminus-2 – DeepSeek V4 Flash (high).
Which is faster per task, Terminus-2 – DeepSeek V4 Flash (high) or Terminus-2 – Gemini 3.1 Flash-Lite (high)?: Terminus-2 – Gemini 3.1 Flash-Lite (high), at 1.9 min against 9.7 min for Terminus-2 – DeepSeek V4 Flash (high).
Which has the larger context window, Terminus-2 – DeepSeek V4 Flash (high) or Terminus-2 – Gemini 3.1 Flash-Lite (high)?: They are level, at 1,048,576 tokens.

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