Terminus-2 – GLM-5.3-Flash (max) vs. Terminus-2 – Kimi K2.6 (always on): geospatial agent comparison
Comparison between Terminus-2 – GLM-5.3-Flash (max) and Terminus-2 – Kimi K2.6 (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 – GLM-5.3-Flash (max) | Terminus-2 – Kimi K2.6 (always on) |
|---|---|---|
| Geospatial Agent Index | 56* (partial: 1.1 of 3 attempts) | 72 |
| GeoAgentBench score | 82 | 95 |
| GeoBenchX score | 32 | 57 |
| Earth-Bench score | 29 | 49 |
| GeoAnalystBench score | 79 | 89 |
| Raster and remote sensing score | 51 | 72 |
| Vector and overlay score | 64 | 76 |
| Networks and routing score | 60 | 93 |
| Climate and time series score | 54 | 71 |
| Spatial statistics and interpolation score | 35 | 57 |
| Mapping and cartography score | 43 | 73 |
| Recognising infeasible requests score | 30 | 45 |
| Cost per task | $0.042 | $0.072 |
| Time per task | 17.3 min | 6.8 min |
| Tokens per attempt | 374k | 140k |
| Turns per attempt | 13.4 | 11.3 |
| Attempts decided | 298 | 870 |
| Input price per 1M tokens | $0.15 | $0.95 |
| Output price per 1M tokens | $0.50 | $4.00 |
| Context window | 1,048,576 | 262,144 |
| Image input | Yes | Yes |
| Developer | Z.ai | 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 K2.6 (always on) | Moonshot AI | 72 | No pending judgements | 4 of 4 | 870 of 870 planned attempts |
| Terminus-2 – GLM-5.3-Flash (max) | Z.ai | 56* (partial: 1.1 of 3 attempts) | 54 to 56 | 4 of 4 | 298 of 870 planned attempts |
Terminus-2 – Kimi K2.6 (always on)
Terminus-2 – GLM-5.3-Flash (max)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 – GLM-5.3-Flash (max) | Z.ai | $0.042 | 315 of 870 planned attempts |
| Terminus-2 – Kimi K2.6 (always on) | Moonshot AI | $0.072 | 870 of 870 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 – GLM-5.3-Flash (max) | Z.ai | 17.3 min | 315 of 870 planned attempts |
| Terminus-2 – Kimi K2.6 (always on) | Moonshot AI | 6.8 min | 870 of 870 planned attempts |
Frequently asked questions
- Which scores higher on the Geospatial Agent Index, Terminus-2 – GLM-5.3-Flash (max) or Terminus-2 – Kimi K2.6 (always on)?
- Terminus-2 – Kimi K2.6 (always on), at 72 against 56 for Terminus-2 – GLM-5.3-Flash (max). Terminus-2 – GLM-5.3-Flash (max): 298 of 870 planned attempts. Terminus-2 – Kimi K2.6 (always on): 870 of 870 planned attempts. Coverage is partial; scores can change as more attempts are decided.
- Which is cheaper per task, Terminus-2 – GLM-5.3-Flash (max) or Terminus-2 – Kimi K2.6 (always on)?
- Terminus-2 – GLM-5.3-Flash (max), at $0.042 against $0.072 for Terminus-2 – Kimi K2.6 (always on).
- Which is faster per task, Terminus-2 – GLM-5.3-Flash (max) or Terminus-2 – Kimi K2.6 (always on)?
- Terminus-2 – Kimi K2.6 (always on), at 6.8 min against 17.3 min for Terminus-2 – GLM-5.3-Flash (max).
- Which has the larger context window, Terminus-2 – GLM-5.3-Flash (max) or Terminus-2 – Kimi K2.6 (always on)?
- Terminus-2 – GLM-5.3-Flash (max), at 1,048,576 tokens against 262,144 tokens for Terminus-2 – Kimi K2.6 (always on).
More: Terminus-2 – GLM-5.3-Flash (max) · Terminus-2 – Kimi K2.6 (always on) · all comparisons