Axis Spatial

Gemma 4 26B A4B (Reasoning), Terminus-2 vs. Mistral Large 3 (Non-reasoning), Terminus-2

Gemma 4 26B A4B (Reasoning), Terminus-2 against Mistral Large 3 (Non-reasoning), 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. Mistral Large 3 (Non-reasoning), Terminus-2
MetricGemma 4 26B A4B (Reasoning), Terminus-2Mistral Large 3 (Non-reasoning), Terminus-2
Geospatial Agent Index: Text only5633, not every task attempted yet
Geospatial Agent Index: Text + visionStill to run: Vision agentsStill to run: GS-QA2, Vision agents
Earth-Bench V2 score4631
GeoBenchX score6329
GS-QA2 score5839
Vision agents scoreNo dataNo data
GeoAgentBench score (Guided workflows; not in the Agent Index)8646
GeoAnalystBench score (Guided workflows; not in the Agent Index)6347
Raster and remote sensing score5929
Vector and overlay score5741
Climate and time series score4734
Spatial statistics and interpolation score318
Mapping and cartography score7033
Recognising infeasible requests score6333
Cost per task$0.021$0.026
Time per task (at 100 output tokens/s)5.6 min1.1 min
Tokens per attempt168k43k
Turns per attempt14.65.2
Attempts scored488487
Input price per 1M tokens$0.10$0.50
Output price per 1M tokens$0.30$1.50
Context window256,000256,000
Image inputYesYes
DeveloperGoogleMistral AI

* Not every task attempted yet: the score may still change. What the asterisk means.

Charts

Not yet ranked. Mistral Large 3 (Non-reasoning), Terminus-2: 220 of 221 GS-QA2 tasks attempted. Grey placeholders mark these entries in the index, cost and output token charts; their height is not a value. Bars appear once every task has an attempt. Results so far are in the side-by-side table.

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; Mistral Large 3 (Non-reasoning), Terminus-2: Not yet ranked025507510056Gemma 4 26B A4B (Reasoning)Not yetrankedMistral Large 3 (Non-reasoning)
Data table: Geospatial Agent Index
Geospatial Agent Index
ModelDeveloperGeospatial Agent IndexStatusEvaluations scoredTasks attempted
Gemma 4 26B A4B (Reasoning), Terminus-2Google56Complete3 of 3488 of 488 tasks

Cost per task

Average cost per task (USD) · Lower is better

Cost per taskCost per task in US dollars: Gemma 4 26B A4B (Reasoning), Terminus-2: $0.021; Mistral Large 3 (Non-reasoning), Terminus-2: Not yet ranked$0$0.01$0.02$0.03$0.04$0.021Gemma 4 26B A4B (Reasoning)Not yetrankedMistral Large 3 (Non-reasoning)
How to read this chart

Not shown: not yet ranked. 1 entries without an attempt on every index task. What is still to run is on the models page.

Data table: Cost per task
Cost per task
ModelDeveloperCost per taskTasks attempted
Gemma 4 26B A4B (Reasoning), Terminus-2Google$0.021488 of 488 tasks

Output tokens per task

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

Output tokens per taskOutput tokens per task: Gemma 4 26B A4B (Reasoning), Terminus-2: 21k; Mistral Large 3 (Non-reasoning), Terminus-2: Not yet ranked010k20k30k40k21kGemma 4 26B A4B (Reasoning)Not yetrankedMistral Large 3 (Non-reasoning)
How to read this chart

Not shown: not yet ranked. 1 entries without an attempt on every index task. What is still to run is on the models page.

Data table: Output tokens per task
Output tokens per task
ModelDeveloperOutput tokens per taskTasks attempted
Gemma 4 26B A4B (Reasoning), Terminus-2Google21k488 of 488 tasks

Frequently asked questions

Which scores higher on the Geospatial Agent Index, Gemma 4 26B A4B (Reasoning), Terminus-2 or Mistral Large 3 (Non-reasoning), Terminus-2?
Not comparable yet: Mistral Large 3 (Non-reasoning), Terminus-2 is not yet ranked (220 of 221 GS-QA2 tasks attempted). Gemma 4 26B A4B (Reasoning), Terminus-2: 488 of 488 tasks attempted. Mistral Large 3 (Non-reasoning), Terminus-2: 487 of 488 tasks attempted. Scores can change as more tasks are attempted.
Which is cheaper per task, Gemma 4 26B A4B (Reasoning), Terminus-2 or Mistral Large 3 (Non-reasoning), Terminus-2?
Gemma 4 26B A4B (Reasoning), Terminus-2, $0.021 to $0.026.
Which writes fewer output tokens per task, Gemma 4 26B A4B (Reasoning), Terminus-2 or Mistral Large 3 (Non-reasoning), Terminus-2?
Mistral Large 3 (Non-reasoning), Terminus-2, 4k to 21k.
Which has the larger context window, Gemma 4 26B A4B (Reasoning), Terminus-2 or Mistral Large 3 (Non-reasoning), Terminus-2?
They are level, at 256,000 tokens.

More: Gemma 4 26B A4B (Reasoning), Terminus-2 · Mistral Large 3 (Non-reasoning), Terminus-2 · All comparisons