Terminus-2 – Gemma 4 26B A4B (thinking on) vs. Terminus-2 – Kimi K3 (always on): geospatial agent comparison
Comparison between Terminus-2 – Gemma 4 26B A4B (thinking on) and Terminus-2 – Kimi K3 (always on) 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 – Gemma 4 26B A4B (thinking on) | Terminus-2 – Kimi K3 (always on) |
|---|---|---|
| Geospatial Agent Index | 39* | 58* |
| Earth-Bench V2 score | 29 | 61 |
| GeoBenchX score | 49 | 55 |
| GeoAgentBench score (guided GIS workflow; outside the index) | 82 | 94 |
| GeoAnalystBench score (guided GIS workflow; outside the index) | 63 | 89 |
| Raster and remote sensing score | 31 | 59 |
| Vector and overlay score | 67 | 33 |
| Networks and routing score | No data | No data |
| Climate and time series score | 34 | 66 |
| Spatial statistics and interpolation score | 7 | 50 |
| Mapping and cartography score | 56 | 78 |
| Recognising infeasible requests score | 47 | 38 |
| Cost per task | $0.018 | $0.336 |
| Time per task | 10.9 min | 3.9 min |
| Tokens per attempt | 140k | 76k |
| Turns per attempt | 10.3 | 7.7 |
| Attempts decided | 320 | 320 |
| Input price per 1M tokens | $0.10 | $3.00 |
| Output price per 1M tokens | $0.30 | $15.00 |
| Context window | 256,000 | 1,000,000 |
| Image input | Yes | Yes |
| Developer | Moonshot AI |
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 – Kimi K3 (always on) | Moonshot AI | 58* | No pending judgements; coverage incomplete; 1 trace review declined by the judge | 2 of 2 | 320 of 614 planned attempts |
| Terminus-2 – Gemma 4 26B A4B (thinking on) | 39* | No pending judgements; coverage incomplete | 2 of 2 | 320 of 614 planned attempts |
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 – Gemma 4 26B A4B (thinking on) | $0.018 | 320 of 614 planned attempts | |
| Terminus-2 – Kimi K3 (always on) | Moonshot AI | $0.336 | 320 of 614 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 – Gemma 4 26B A4B (thinking on) | 10.9 min | 320 of 614 planned attempts | |
| Terminus-2 – Kimi K3 (always on) | Moonshot AI | 3.9 min | 320 of 614 planned attempts |
Frequently asked questions
Which scores higher on the Geospatial Agent Index, Terminus-2 – Gemma 4 26B A4B (thinking on) or Terminus-2 – Kimi K3 (always on)?
Terminus-2 – Kimi K3 (always on), at 58 against 39 for Terminus-2 – Gemma 4 26B A4B (thinking on). Terminus-2 – Gemma 4 26B A4B (thinking on): 320 of 614 planned attempts. Terminus-2 – Kimi K3 (always on): 320 of 614 planned attempts. Coverage is partial; scores can change as more attempts are decided.
Which is cheaper per task, Terminus-2 – Gemma 4 26B A4B (thinking on) or Terminus-2 – Kimi K3 (always on)?
Terminus-2 – Gemma 4 26B A4B (thinking on), at $0.018 against $0.336 for Terminus-2 – Kimi K3 (always on).
Which is faster per task, Terminus-2 – Gemma 4 26B A4B (thinking on) or Terminus-2 – Kimi K3 (always on)?
Terminus-2 – Kimi K3 (always on), at 3.9 min against 10.9 min for Terminus-2 – Gemma 4 26B A4B (thinking on).
Which has the larger context window, Terminus-2 – Gemma 4 26B A4B (thinking on) or Terminus-2 – Kimi K3 (always on)?
Terminus-2 – Kimi K3 (always on), at 1,000,000 tokens against 256,000 tokens for Terminus-2 – Gemma 4 26B A4B (thinking on).
More: Terminus-2 – Gemma 4 26B A4B (thinking on) · Terminus-2 – Kimi K3 (always on) · all comparisons