Terminus-2 – Gemini 3.8 Flash (high) vs. Terminus-2 – Qwen 3.8 27B (xhigh): geospatial agent comparison
Comparison between Terminus-2 – Gemini 3.8 Flash (high) and Terminus-2 – Qwen 3.8 27B (xhigh) on the Geospatial Agent Index, each benchmark, cost, time and token use, from the same tasks, agent and limits. Methodology.
Side by side
| Metric | Terminus-2 – Gemini 3.8 Flash (high) | Terminus-2 – Qwen 3.8 27B (xhigh) |
|---|---|---|
| Geospatial Agent Index | 39* (attempts per task: 2.9) | 55* (attempts per task: 1 on 89 of 290 tasks so far) |
| GeoAgentBench score | 58 | 58 |
| GeoBenchX score | 40 | No data |
| Earth-Bench score | 28 | 28 |
| GeoAnalystBench score | 32 | 80 |
| Raster and remote sensing score | 37 | 37 |
| Vector and overlay score | 44 | 67 |
| Networks and routing score | 80 | 67 |
| Climate and time series score | 26 | 50 |
| Spatial statistics and interpolation score | 17 | 50 |
| Mapping and cartography score | 25 | 100 |
| Recognising infeasible requests score | 67 | No data |
| Cost per task | $0.308 | $0.063 |
| Time per task | 8.2 min | 19.1 min |
| Tokens per attempt | 982k | 87k |
| Turns per attempt | 32.4 | 8.1 |
| Attempts decided | 278 | 89 |
| Input price per 1M tokens | $0.75 | $0.45 |
| Output price per 1M tokens | $3.75 | $3.20 |
| Context window | 1,048,576 | 262,144 |
| Image input | Yes | Yes |
| Developer | Alibaba (Qwen) |
Charts
Geospatial Agent Index
Equal-weight average of the evaluation scores, 0 to 100 · Higher is better
First eight selected entries in metric order. Full results in table view.
Data table: Geospatial Agent Index
| Model | Creator | Geospatial Agent Index | Range while attempts are pending | Benchmarks covered | Coverage (attempts) |
|---|---|---|---|---|---|
| Terminus-2 – Gemini 3.8 Flash (high) | 39* (attempts per task: 2.9) | 13 to 80 | 4 of 4 | 278 of 1,167 planned attempts (1 excluded) | |
| Terminus-2 – Qwen 3.8 27B (xhigh) | Alibaba (Qwen) | 55* (attempts per task: 1 on 89 of 290 tasks so far) | No pending judgements; coverage incomplete | 3 of 4 | 89 of 1,167 planned attempts |
Terminus-2 – Gemini 3.8 Flash (high)
Terminus-2 – Qwen 3.8 27B (xhigh)Cost per task
Average cost per task (USD) · Lower is better
First eight selected entries in metric order. Full results in table view.
Data table: Cost per task
| Model | Creator | Cost per task | Coverage (attempts) |
|---|---|---|---|
| Terminus-2 – Gemini 3.8 Flash (high) | $0.308 | 835 of 1,167 planned attempts (1 excluded) | |
| Terminus-2 – Qwen 3.8 27B (xhigh) | Alibaba (Qwen) | $0.063 | 89 of 1,167 planned attempts |
Time per task
Average agent wall time per task · Lower is better
First eight selected entries in metric order. Full results in table view.
Data table: Time per task
| Model | Creator | Time per task | Coverage (attempts) |
|---|---|---|---|
| Terminus-2 – Gemini 3.8 Flash (high) | 8.2 min | 835 of 1,167 planned attempts (1 excluded) | |
| Terminus-2 – Qwen 3.8 27B (xhigh) | Alibaba (Qwen) | 19.1 min | 89 of 1,167 planned attempts |
Frequently asked questions
Which scores higher on the Geospatial Agent Index, Terminus-2 – Gemini 3.8 Flash (high) or Terminus-2 – Qwen 3.8 27B (xhigh)?
Not comparable yet: Terminus-2 – Qwen 3.8 27B (xhigh) has scores on 3 of 4 benchmarks, so it is not yet ranked. Terminus-2 – Gemini 3.8 Flash (high): 278 of 1,167 planned attempts (1 excluded). Terminus-2 – Qwen 3.8 27B (xhigh): 89 of 1,167 planned attempts. Coverage is partial; scores can change as more attempts are decided.
Which is cheaper per task, Terminus-2 – Gemini 3.8 Flash (high) or Terminus-2 – Qwen 3.8 27B (xhigh)?
Terminus-2 – Qwen 3.8 27B (xhigh), at $0.063 against $0.308 for Terminus-2 – Gemini 3.8 Flash (high).
Which is faster per task, Terminus-2 – Gemini 3.8 Flash (high) or Terminus-2 – Qwen 3.8 27B (xhigh)?
Terminus-2 – Gemini 3.8 Flash (high), at 8.2 min against 19.1 min for Terminus-2 – Qwen 3.8 27B (xhigh).
Which has the larger context window, Terminus-2 – Gemini 3.8 Flash (high) or Terminus-2 – Qwen 3.8 27B (xhigh)?
Terminus-2 – Gemini 3.8 Flash (high), at 1,048,576 tokens against 262,144 tokens for Terminus-2 – Qwen 3.8 27B (xhigh).
More: Terminus-2 – Gemini 3.8 Flash (high) · Terminus-2 – Qwen 3.8 27B (xhigh) · all comparisons